Alexandre TSYBAKOV


Alexandre TSYBAKOV
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2020

  • On estimation of nonsmooth functionals of sparse normal means

    Bernoulli, vol. 26, iss. 3, pp. 1989-2020, 2020.
    By O. Collier, L. Comminges, and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Collier20201989,
    author={Collier, O. and Comminges, L. and Tsybakov, A.B.},
    title={On estimation of nonsmooth functionals of sparse normal means},
    journal={Bernoulli},
    year={2020},
    volume={26},
    number={3},
    pages={1989-2020},
    doi={10.3150/19-BEJ1180},
    note={cited 
    By 0}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85091139630&doi=10.3150%2f19-BEJ1180&partnerID=40&md5=f55115f95e7e0a5f5019d7f0e5818c0a}, document_type={Article}, source={Scopus}, }
  • Optimal variable selection and adaptive noisy compressed sensing

    Ieee transactions on information theory, vol. 66, iss. 4, pp. 2517-2532, 2020.
    By M. Ndaoud and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Ndaoud20202517,
    author={Ndaoud, M. and Tsybakov, A.B.},
    title={Optimal variable selection and adaptive noisy compressed sensing},
    journal={IEEE Transactions on Information Theory},
    year={2020},
    volume={66},
    number={4},
    pages={2517-2532},
    doi={10.1109/TIT.2020.2965738},
    art_number={8955982},
    note={cited 
    By 0}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85082398767&doi=10.1109%2fTIT.2020.2965738&partnerID=40&md5=bc15fcf61b4397f753eef2e54bfcbfed}, document_type={Article}, source={Scopus}, }

2019

  • Sparse covariance matrix estimation in high-dimensional deconvolution

    Bernoulli, vol. 25, iss. 3, pp. 1901-1938, 2019.
    By D. Belomestny, M. Trabs, and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Belomestny20191901,
    author={Belomestny, D. and Trabs, M. and Tsybakov, A.B.},
    title={Sparse covariance matrix estimation in high-dimensional deconvolution},
    journal={Bernoulli},
    year={2019},
    volume={25},
    number={3},
    pages={1901-1938},
    doi={10.3150/18-BEJ1040A},
    note={cited 
    By 1}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85069733380&doi=10.3150%2f18-BEJ1040A&partnerID=40&md5=10a3cdf8fc0bd15c48ca8edc638a9f0e}, document_type={Article}, source={Scopus}, }
  • Minimax rate of testing in sparse linear regression

    Automation and remote control, vol. 80, iss. 10, pp. 1817-1834, 2019.
    By A. Carpentier, O. Collier, L. Comminges, A. B. Tsybakov, and Y. Wang

    [DOI] [Bibtex]

    @ARTICLE{Carpentier20191817,
    author={Carpentier, A. and Collier, O. and Comminges, L. and Tsybakov, A.B. and Wang, Y.},
    title={Minimax Rate of Testing in Sparse Linear Regression},
    journal={Automation and Remote Control},
    year={2019},
    volume={80},
    number={10},
    pages={1817-1834},
    doi={10.1134/S0005117919100047},
    note={cited 
    By 0}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85073621680&doi=10.1134%2fS0005117919100047&partnerID=40&md5=81b5e0faa8b3640a6797637dd50dc06e}, document_type={Article}, source={Scopus}, }
  • Structured matrix estimation and completion

    Bernoulli, vol. 25, iss. 4B, pp. 3883-3911, 2019.
    By O. Klopp, Y. Lu, A. B. Tsybakov, and H. H. Zhou

    [DOI] [Bibtex]

    @ARTICLE{Klopp20193883,
    author={Klopp, O. and Lu, Y. and Tsybakov, A.B. and Zhou, H.H.},
    title={Structured matrix estimation and completion},
    journal={Bernoulli},
    year={2019},
    volume={25},
    number={4B},
    pages={3883-3911},
    doi={10.3150/19-BEJ1114},
    note={cited 
    By 4}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85073073915&doi=10.3150%2f19-BEJ1114&partnerID=40&md5=ed7238ecb9bc9ae7bed3e94b4ee4e9db}, document_type={Article}, source={Scopus}, }
  • Algorithms of robust stochastic optimization based on mirror descent method

    Automation and remote control, vol. 80, iss. 9, pp. 1607-1627, 2019.
    By A. V. Nazin, A. S. Nemirovsky, A. B. Tsybakov, and A. B. Juditsky

    [DOI] [Bibtex]

    @ARTICLE{Nazin20191607,
    author={Nazin, A.V. and Nemirovsky, A.S. and Tsybakov, A.B. and Juditsky, A.B.},
    title={Algorithms of Robust Stochastic Optimization Based on Mirror Descent Method},
    journal={Automation and Remote Control},
    year={2019},
    volume={80},
    number={9},
    pages={1607-1627},
    doi={10.1134/S0005117919090042},
    note={cited 
    By 2}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85072963520&doi=10.1134%2fS0005117919090042&partnerID=40&md5=472eee4f5daa78097b7e0945fa5b41ca}, document_type={Article}, source={Scopus}, }

2018

  • Slope meets lasso: improved oracle bounds and optimality

    Annals of statistics, vol. 46, iss. 6B, pp. 3603-3642, 2018.
    By P. C. Bellec, G. Lecue, and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Bellec20183603,
    author={Bellec, P.C. and Lecue, G. and Tsybakov, A.B.},
    title={Slope meets lasso: Improved oracle bounds and optimality},
    journal={Annals of Statistics},
    year={2018},
    volume={46},
    number={6B},
    pages={3603-3642},
    doi={10.1214/17-AOS1670},
    note={cited 
    By 21}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85054152682&doi=10.1214%2f17-AOS1670&partnerID=40&md5=11f88e820b0f94782466f552a9669ce1}, document_type={Article}, source={Scopus}, }
  • Variable selection with hamming loss

    Annals of statistics, vol. 46, iss. 5, pp. 1837-1875, 2018.
    By C. Butucea, M. Ndaoud, N. A. Stepanova, and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Butucea20181837,
    author={Butucea, C. and Ndaoud, M. and Stepanova, N.A. and Tsybakov, A.B.},
    title={Variable selection with hamming loss},
    journal={Annals of Statistics},
    year={2018},
    volume={46},
    number={5},
    pages={1837-1875},
    doi={10.1214/17-AOS1572},
    note={cited 
    By 5}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85052655230&doi=10.1214%2f17-AOS1572&partnerID=40&md5=7f43dc9716fafc6e4c886f2cabc27df8}, document_type={Article}, source={Scopus}, }
  • Optimal adaptive estimation of linear functionals under sparsity

    Annals of statistics, vol. 46, iss. 6A, pp. 3130-3150, 2018.
    By O. Collier, L. Comminges, A. B. Tsybakov, and N. Verzelen

    [DOI] [Bibtex]

    @ARTICLE{Collier20183130,
    author={Collier, O. and Comminges, L. and Tsybakov, A.B. and Verzelen, N.},
    title={Optimal adaptive estimation of linear functionals under sparsity},
    journal={Annals of Statistics},
    year={2018},
    volume={46},
    number={6A},
    pages={3130-3150},
    doi={10.1214/17-AOS1653},
    note={cited 
    By 2}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85054763840&doi=10.1214%2f17-AOS1653&partnerID=40&md5=3719a1d4a3388288ca71bb4022e4117c}, document_type={Article}, source={Scopus}, }

2017

  • Linear and conic programming estimators in high dimensional errors-in-variables models

    Journal of the royal statistical society. series b: statistical methodology, vol. 79, iss. 3, pp. 939-956, 2017.
    By A. Belloni, M. Rosenbaum, and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Belloni2017939,
    author={Belloni, A. and Rosenbaum, M. and Tsybakov, A.B.},
    title={Linear and conic programming estimators in high dimensional errors-in-variables models},
    journal={Journal of the Royal Statistical Society. Series B: Statistical Methodology},
    year={2017},
    volume={79},
    number={3},
    pages={939-956},
    doi={10.1111/rssb.12196},
    note={cited 
    By 12}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84978148144&doi=10.1111%2frssb.12196&partnerID=40&md5=51a9b292300db46f549014e690c747aa}, document_type={Article}, source={Scopus}, }
  • Minimax estimation of linear and quadratic functionals on sparsity classes

    Annals of statistics, vol. 45, iss. 3, pp. 923-958, 2017.
    By O. Collier, L. Comminges, and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Collier2017923,
    author={Collier, O. and Comminges, L. and Tsybakov, A.B.},
    title={Minimax estimation of linear and quadratic functionals on sparsity classes},
    journal={Annals of Statistics},
    year={2017},
    volume={45},
    number={3},
    pages={923-958},
    doi={10.1214/15-AOS1432},
    note={cited 
    By 14}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85020631616&doi=10.1214%2f15-AOS1432&partnerID=40&md5=f68e9f442d7dcc58d7b5fd391bc7b952}, document_type={Article}, source={Scopus}, }
  • Robust matrix completion

    Probability theory and related fields, vol. 169, iss. 1-2, pp. 523-564, 2017.
    By O. Klopp, K. Lounici, and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Klopp2017523,
    author={Klopp, O. and Lounici, K. and Tsybakov, A.B.},
    title={Robust matrix completion},
    journal={Probability Theory and Related Fields},
    year={2017},
    volume={169},
    number={1-2},
    pages={523-564},
    doi={10.1007/s00440-016-0736-y},
    note={cited 
    By 26}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84983445835&doi=10.1007%2fs00440-016-0736-y&partnerID=40&md5=b5bdbad468f45c041d2131821770f5d5}, document_type={Article}, source={Scopus}, }
  • Oracle inequalities for network models and sparse graphon estimation

    Annals of statistics, vol. 45, iss. 1, pp. 316-354, 2017.
    By O. Klopp, A. B. Tsybakov, and N. Verzelen

    [DOI] [Bibtex]

    @ARTICLE{Klopp2017316,
    author={Klopp, O. and Tsybakov, A.B. and Verzelen, N.},
    title={Oracle inequalities for network models and sparse graphon estimation},
    journal={Annals of Statistics},
    year={2017},
    volume={45},
    number={1},
    pages={316-354},
    doi={10.1214/16-AOS1454},
    note={cited 
    By 25}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85015023562&doi=10.1214%2f16-AOS1454&partnerID=40&md5=eccdbefa98c9cf5dfb3ebfa09a9f3c86}, document_type={Article}, source={Scopus}, }
  • Empirical entropy, minimax regret and minimax risk

    Bernoulli, vol. 23, iss. 2, pp. 789-824, 2017.
    By A. Rakhlin, K. Sridharan, and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Rakhlin2017789,
    author={Rakhlin, A. and Sridharan, K. and Tsybakov, A.B.},
    title={Empirical entropy, minimax regret and minimax risk},
    journal={Bernoulli},
    year={2017},
    volume={23},
    number={2},
    pages={789-824},
    doi={10.3150/14-BEJ679},
    note={cited 
    By 10}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85012932326&doi=10.3150%2f14-BEJ679&partnerID=40&md5=8b2f2fe19eece3e4839088df390a43d9}, document_type={Article}, source={Scopus}, }

2016

  • An ℓ1, ℓ2, ℓ-regularization approach to high-dimensional errors-in-variables models

    Electronic journal of statistics, vol. 10, iss. 2, pp. 1729-1750, 2016.
    By A. Belloni, M. Rosenbaum, and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Belloni20161729,
    author={Belloni, A. and Rosenbaum, M. and Tsybakov, A.B.},
    title={An {ℓ1, ℓ2, ℓ}-regularization approach to high-dimensional errors-in-variables models},
    journal={Electronic Journal of Statistics},
    year={2016},
    volume={10},
    number={2},
    pages={1729-1750},
    doi={10.1214/15-EJS1095},
    note={cited 
    By 4}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84978696374&doi=10.1214%2f15-EJS1095&partnerID=40&md5=d431a664d415922fac31faa87ca28276}, document_type={Article}, source={Scopus}, }
  • Estimation of low-rank covariance function

    Stochastic processes and their applications, vol. 126, iss. 12, pp. 3952-3967, 2016.
    By V. Koltchinskii, K. Lounici, and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Koltchinskii20163952,
    author={Koltchinskii, V. and Lounici, K. and Tsybakov, A.B.},
    title={Estimation of low-rank covariance function},
    journal={Stochastic Processes and their Applications},
    year={2016},
    volume={126},
    number={12},
    pages={3952-3967},
    doi={10.1016/j.spa.2016.04.006},
    note={cited 
    By 0}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84969964130&doi=10.1016%2fj.spa.2016.04.006&partnerID=40&md5=1e3350a5864e8537e16742ef89b95e9d}, document_type={Article}, source={Scopus}, }
  • Discussion of "influential features pca for high dimensional clustering"

    Annals of statistics, vol. 44, iss. 6, pp. 2382-2386, 2016.
    By N. A. Stepanova and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Stepanova20162382,
    author={Stepanova, N.A. and Tsybakov, A.B.},
    title={Discussion of "influential features PCA for high dimensional clustering"},
    journal={Annals of Statistics},
    year={2016},
    volume={44},
    number={6},
    pages={2382-2386},
    doi={10.1214/16-AOS1423D},
    note={cited 
    By 0}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84999648344&doi=10.1214%2f16-AOS1423D&partnerID=40&md5=8459299f242c9e8d2aba3e9f09ec62c5}, document_type={Article}, source={Scopus}, }
  • Discussion of “estimating structured high-dimensional covariance and precision matrices: optimal rates and adaptive estimation”

    Electronic journal of statistics, vol. 10, iss. 1, pp. 67-70, 2016.
    By A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Tsybakov201667,
    author={Tsybakov, A.B.},
    title={Discussion of “estimating structured high-dimensional covariance and precision matrices: Optimal rates and adaptive estimation”},
    journal={Electronic Journal of Statistics},
    year={2016},
    volume={10},
    number={1},
    pages={67-70},
    doi={10.1214/15-EJS1081A},
    note={cited 
    By 1}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84975770517&doi=10.1214%2f15-EJS1081A&partnerID=40&md5=1d4429e3c80d5bc2dd5fca7f61acb75f}, document_type={Article}, source={Scopus}, }

2015

  • Sharp oracle bounds for monotone and convex regression through aggregation

    Journal of machine learning research, vol. 16, iss. None, pp. 1879-1892, 2015.
    By P. C. Bellec and A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Bellec2015SharpAggregation,
    author = {Pierre C. Bellec and Alexandre B. Tsybakov},
    title = {{Sharp oracle bounds for monotone and convex regression through aggregation}},
    journal = {Journal of Machine Learning Research},
    year = {2015},
    volume = {16},
    number = {None},
    pages = {1879-1892}}
  • Sharp oracle bounds for monotone and convex regression through aggregation

    Journal of machine learning research, vol. 16, pp. 1879-1892, 2015.
    By P. C. Bellec and A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Bellec20151879,
    author={Bellec, P.C. and Tsybakov, A.B.},
    title={Sharp oracle bounds for monotone and convex regression through aggregation},
    journal={Journal of Machine Learning Research},
    year={2015},
    volume={16},
    pages={1879-1892},
    note={cited 
    By 14}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962299803&partnerID=40&md5=0a64d6045c2b171dea31e6170b597172}, document_type={Article}, source={Scopus}, }
  • Estimation of matrices with row sparsity

    Problems of information transmission, vol. 51, iss. 4, pp. 335-348, 2015.
    By O. Klopp and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Klopp2015335,
    author={Klopp, O. and Tsybakov, A.B.},
    title={Estimation of matrices with row sparsity},
    journal={Problems of Information Transmission},
    year={2015},
    volume={51},
    number={4},
    pages={335-348},
    doi={10.1134/S0032946015040031},
    note={cited 
    By 4}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84952939495&doi=10.1134%2fS0032946015040031&partnerID=40&md5=1d44421d8eb21c646a858a5a04b2b876}, document_type={Article}, source={Scopus}, }

2014

  • Statistical inference in compound functional models

    Probability theory and related fields, vol. 158, iss. 3-4, pp. 513-532, 2014.
    By A. Dalalyan, Y. Ingster, and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Dalalyan2014513,
    author={Dalalyan, A. and Ingster, Y. and Tsybakov, A.B.},
    title={Statistical inference in compound functional models},
    journal={Probability Theory and Related Fields},
    year={2014},
    volume={158},
    number={3-4},
    pages={513-532},
    doi={10.1007/s00440-013-0487-y},
    note={cited 
    By 11}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84897671636&doi=10.1007%2fs00440-013-0487-y&partnerID=40&md5=5fb8613c1c4e0a1501d0e72297fb4324}, document_type={Article}, source={Scopus}, }
  • Optimal exponential bounds on the accuracy of classification

    Constructive approximation, vol. 39, iss. 3, pp. 421-444, 2014.
    By G. Kerkyacharian, A. B. Tsybakov, V. Temlyakov, D. Picard, and V. Koltchinskii

    [DOI] [Bibtex]

    @ARTICLE{Kerkyacharian2014421,
    author={Kerkyacharian, G. and Tsybakov, A.B. and Temlyakov, V. and Picard, D. and Koltchinskii, V.},
    title={Optimal Exponential Bounds on the Accuracy of Classification},
    journal={Constructive Approximation},
    year={2014},
    volume={39},
    number={3},
    pages={421-444},
    doi={10.1007/s00365-014-9229-3},
    note={cited 
    By 2}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84901038612&doi=10.1007%2fs00365-014-9229-3&partnerID=40&md5=3c0c5d6a91f6da623bd42fa7410c114a}, document_type={Article}, source={Scopus}, }

2012

  • Sparse regression learning by aggregation and langevin monte-carlo

    Journal of computer and system sciences, vol. 78, iss. 5, pp. 1423-1443, 2012.
    By A. S. Dalalyan and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Dalalyan20121423,
    author={Dalalyan, A.S. and Tsybakov, A.B.},
    title={Sparse regression learning by aggregation and Langevin Monte-Carlo},
    journal={Journal of Computer and System Sciences},
    year={2012},
    volume={78},
    number={5},
    pages={1423-1443},
    doi={10.1016/j.jcss.2011.12.023},
    note={cited 
    By 43}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84861604276&doi=10.1016%2fj.jcss.2011.12.023&partnerID=40&md5=62c67cdb5af94da9d8a4add7592ea9c6}, document_type={Conference Paper}, source={Scopus}, }
  • Mirror averaging with sparsity priors

    Bernoulli, vol. 18, iss. 3, pp. 914-944, 2012.
    By A. S. Dalalyan and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Dalalyan2012914,
    author={Dalalyan, A.S. and Tsybakov, A.B.},
    title={Mirror averaging with sparsity priors},
    journal={Bernoulli},
    year={2012},
    volume={18},
    number={3},
    pages={914-944},
    doi={10.3150/11-BEJ361},
    note={cited 
    By 21}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84871602377&doi=10.3150%2f11-BEJ361&partnerID=40&md5=6ce893aae1566e6d04ad0672cff36b2c}, document_type={Article}, source={Scopus}, }
  • Discussion: latent variable graphical model selection via convex optimization

    Annals of statistics, vol. 40, iss. 4, pp. 1984-1988, 2012.
    By C. Giraud and A. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Giraud20121984,
    author={Giraud, C. and Tsybakov, A.},
    title={Discussion: Latent variable graphical model selection via convex optimization},
    journal={Annals of Statistics},
    year={2012},
    volume={40},
    number={4},
    pages={1984-1988},
    doi={10.1214/12-AOS984},
    note={cited 
    By 9}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84872003285&doi=10.1214%2f12-AOS984&partnerID=40&md5=aa80d12b85e40525ab7e8dc6c9c96afc}, document_type={Note}, source={Scopus}, }
  • Sparse estimation by exponential weighting

    Statistical science, vol. 27, iss. 4, pp. 558-575, 2012.
    By P. Rigollet and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Rigollet2012558,
    author={Rigollet, P. and Tsybakov, A.B.},
    title={Sparse estimation by exponential weighting},
    journal={Statistical Science},
    year={2012},
    volume={27},
    number={4},
    pages={558-575},
    doi={10.1214/12-STS393},
    note={cited 
    By 53}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84871564349&doi=10.1214%2f12-STS393&partnerID=40&md5=d4d5154252826c1a4cc2274dc828ccac}, document_type={Article}, source={Scopus}, }
  • Comment

    Statistica sinica, vol. 22, iss. 4, pp. 1358-1367, 2012.
    By P. Rigollet and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Rigollet20121358,
    author={Rigollet, P. and Tsybakov, A.B.},
    title={Comment},
    journal={Statistica Sinica},
    year={2012},
    volume={22},
    number={4},
    pages={1358-1367},
    doi={10.5705/ss.2010.253},
    note={cited 
    By 4}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84866857300&doi=10.5705%2fss.2010.253&partnerID=40&md5=4ccc5ea95b265453b2953396f2c8d812}, document_type={Note}, source={Scopus}, }

2011

  • Estimation of high-dimensional low-rank matrices

    Annals of statistics, vol. 39, iss. 2, pp. 887-930, 2011.
    By R. Angelika and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Angelika2011887,
    author={Angelika, R. and Tsybakov, A.B.},
    title={Estimation of high-dimensional low-rank matrices},
    journal={Annals of Statistics},
    year={2011},
    volume={39},
    number={2},
    pages={887-930},
    doi={10.1214/10-AOS860},
    note={cited 
    By 145}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-79952902758&doi=10.1214%2f10-AOS860&partnerID=40&md5=2668e73f1982412a7ea19c15a59e452a}, document_type={Article}, source={Scopus}, }
  • Nuclear-norm penalization and optimal rates for noisy low-rank matrix completion

    Annals of statistics, vol. 39, iss. 5, pp. 2302-2329, 2011.
    By V. Koltchinskii, K. Lounici, and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Koltchinskii20112302,
    author={Koltchinskii, V. and Lounici, K. and Tsybakov, A.B.},
    title={Nuclear-norm penalization and optimal rates for noisy low-rank matrix completion},
    journal={Annals of Statistics},
    year={2011},
    volume={39},
    number={5},
    pages={2302-2329},
    doi={10.1214/11-AOS894},
    note={cited 
    By 242}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-82655171609&doi=10.1214%2f11-AOS894&partnerID=40&md5=d196bec4fb075748b70cefb4eb5e33fc}, document_type={Article}, source={Scopus}, }
  • Oracle inequalities and optimal inference under group sparsity

    Annals of statistics, vol. 39, iss. 4, pp. 2164-2204, 2011.
    By K. Lounici, M. Pontil, S. Van De Geer, and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Lounici20112164,
    author={Lounici, K. and Pontil, M. and Van De Geer, S. and Tsybakov, A.B.},
    title={Oracle inequalities and optimal inference under group sparsity},
    journal={Annals of Statistics},
    year={2011},
    volume={39},
    number={4},
    pages={2164-2204},
    doi={10.1214/11-AOS896},
    note={cited 
    By 128}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84855412474&doi=10.1214%2f11-AOS896&partnerID=40&md5=7b317396150f020886542c98172397db}, document_type={Article}, source={Scopus}, }
  • Exponential screening and optimal rates of sparse estimation

    Annals of statistics, vol. 39, iss. 2, pp. 731-771, 2011.
    By P. Rigollet and A. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Rigollet2011731,
    author={Rigollet, P. and Tsybakov, A.},
    title={Exponential screening and optimal rates of sparse estimation},
    journal={Annals of Statistics},
    year={2011},
    volume={39},
    number={2},
    pages={731-771},
    doi={10.1214/10-AOS854},
    note={cited 
    By 97}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-79952982333&doi=10.1214%2f10-AOS854&partnerID=40&md5=e5a13925b149adb416ef5ad4169d13c8}, document_type={Article}, source={Scopus}, }

2010

  • Noisy independent factor analysis model for density estimation and classification

    Electronic journal of statistics, vol. 4, pp. 707-736, 2010.
    By U. Amatok, A. Antoniadis, A. Samarov, and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Amatok2010707,
    author={Amatok, U. and Antoniadis, A. and Samarov, A. and Tsybakov, A.B.},
    title={Noisy independent factor analysis model for density estimation and classification},
    journal={Electronic Journal of Statistics},
    year={2010},
    volume={4},
    pages={707-736},
    doi={10.1214/09-EJS498},
    note={cited 
    By 3}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84996854813&doi=10.1214%2f09-EJS498&partnerID=40&md5=22ccee5a4f4b5e0fdb0b8d1403b2b4cf}, document_type={Article}, source={Scopus}, }
  • Spades and mixture models

    Annals of statistics, vol. 38, iss. 4, pp. 2525-2558, 2010.
    By F. Bunea, A. B. Tsybakov, M. H. Wegkamp, and A. Barbu

    [DOI] [Bibtex]

    @ARTICLE{Bunea20102525,
    author={Bunea, F. and Tsybakov, A.B. and Wegkamp, M.H. and Barbu, A.},
    title={SPADES and mixture models},
    journal={Annals of Statistics},
    year={2010},
    volume={38},
    number={4},
    pages={2525-2558},
    doi={10.1214/09-AOS790},
    note={cited 
    By 25}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77955153854&doi=10.1214%2f09-AOS790&partnerID=40&md5=c9244cd8eb109fb2c17a85d269d01db9}, document_type={Article}, source={Scopus}, }
  • Detection boundary in sparse regression

    Electronic journal of statistics, vol. 4, pp. 1476-1526, 2010.
    By Y. I. Ingster, A. B. Tsybakov, and N. Verzelen

    [DOI] [Bibtex]

    @ARTICLE{Ingster20101476,
    author={Ingster, Y.I. and Tsybakov, A.B. and Verzelen, N.},
    title={Detection boundary in sparse regression},
    journal={Electronic Journal of Statistics},
    year={2010},
    volume={4},
    pages={1476-1526},
    doi={10.1214/10-EJS589},
    note={cited 
    By 54}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-82655182652&doi=10.1214%2f10-EJS589&partnerID=40&md5=0b9e5b75077d73e4668d3b72b1ea50f1}, document_type={Article}, source={Scopus}, }
  • Sparse recovery under matrix uncertainty

    Annals of statistics, vol. 38, iss. 5, pp. 2620-2651, 2010.
    By M. Rosenbaum and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Rosenbaum20102620,
    author={Rosenbaum, M. and Tsybakov, A.B.},
    title={Sparse recovery under matrix uncertainty},
    journal={Annals of Statistics},
    year={2010},
    volume={38},
    number={5},
    pages={2620-2651},
    doi={10.1214/10-AOS793},
    note={cited 
    By 68}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77957596337&doi=10.1214%2f10-AOS793&partnerID=40&md5=55eb0b56c672d7bbf7a0296a5da1d590}, document_type={Article}, source={Scopus}, }

2009

  • Simultaneous analysis of lasso and dantzig selector

    Annals of statistics, vol. 37, iss. 4, pp. 1705-1732, 2009.
    By P. J. Bickel, Y. Ritov, and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Bickel20091705,
    author={Bickel, P.J. and Ritov, Y. and Tsybakov, A.B.},
    title={Simultaneous analysis of lasso and dantzig selector},
    journal={Annals of Statistics},
    year={2009},
    volume={37},
    number={4},
    pages={1705-1732},
    doi={10.1214/08-AOS620},
    note={cited 
    By 997}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-68649086910&doi=10.1214%2f08-AOS620&partnerID=40&md5=b8ffcda43fe91ef6d82f928222d9b084}, document_type={Article}, source={Scopus}, }
  • Classification of sparse high-dimensional vectors

    Philosophical transactions of the royal society a: mathematical, physical and engineering sciences, vol. 367, iss. 1906, pp. 4427-4448, 2009.
    By Y. I. Ingster, C. Pouet, and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Ingster20094427,
    author={Ingster, Y.I. and Pouet, C. and Tsybakov, A.B.},
    title={Classification of sparse high-dimensional vectors},
    journal={Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences},
    year={2009},
    volume={367},
    number={1906},
    pages={4427-4448},
    doi={10.1098/rsta.2009.0156},
    note={cited 
    By 20}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-73349083663&doi=10.1098%2frsta.2009.0156&partnerID=40&md5=51466b2adcbc601568448e6c710ef83e}, document_type={Article}, source={Scopus}, }
  • Nonparametric estimation of composite functions1

    Annals of statistics, vol. 37, iss. 3, pp. 1360-1404, 2009.
    By A. B. Juditsky, O. V. Lepski, and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Juditsky20091360,
    author={Juditsky, A.B. and Lepski, O.V. and Tsybakov, A.B.},
    title={Nonparametric estimation of composite functions1},
    journal={Annals of Statistics},
    year={2009},
    volume={37},
    number={3},
    pages={1360-1404},
    doi={10.1214/08-AOS611},
    note={cited 
    By 16}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-68649090471&doi=10.1214%2f08-AOS611&partnerID=40&md5=30fcf2afefba9ebba4613bb6ec265666}, document_type={Article}, source={Scopus}, }

2008

  • Sharp optimality in density deconvolution with dominating bias. ii

    Theory of probability and its applications, vol. 52, iss. 2, pp. 237-249, 2008.
    By C. Butucea and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Butucea2008237,
    author={Butucea, C. and Tsybakov, A.B.},
    title={Sharp optimality in density deconvolution with dominating bias. II},
    journal={Theory of Probability and its Applications},
    year={2008},
    volume={52},
    number={2},
    pages={237-249},
    doi={10.1137/S0040585X97982992},
    note={cited 
    By 30}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-47849090751&doi=10.1137%2fS0040585X97982992&partnerID=40&md5=718136cd006e9cfe93f7823b59762034}, document_type={Article}, source={Scopus}, }
  • Sharp optimality in density deconvolution with dominating bias. i

    Theory of probability and its applications, vol. 52, iss. 1, pp. 24-39, 2008.
    By C. Butucea and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Butucea200824,
    author={Butucea, C. and Tsybakov, A.B.},
    title={Sharp optimality in density deconvolution with dominating bias. I},
    journal={Theory of Probability and its Applications},
    year={2008},
    volume={52},
    number={1},
    pages={24-39},
    doi={10.1137/S0040585X97982840},
    note={cited 
    By 27}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-42549171048&doi=10.1137%2fS0040585X97982840&partnerID=40&md5=8a4cdf907b251b9add6725d26904b8a7}, document_type={Article}, source={Scopus}, }
  • Aggregation by exponential weighting, sharp pac-bayesian bounds and sparsity

    Machine learning, vol. 72, iss. 1-2, pp. 39-61, 2008.
    By A. Dalalyan and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Dalalyan200839,
    author={Dalalyan, A. and Tsybakov, A.B.},
    title={Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity},
    journal={Machine Learning},
    year={2008},
    volume={72},
    number={1-2},
    pages={39-61},
    doi={10.1007/s10994-008-5051-0},
    note={cited 
    By 87}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-70350003059&doi=10.1007%2fs10994-008-5051-0&partnerID=40&md5=ba9105a1d855f79f8ef6e36206097ca8}, document_type={Article}, source={Scopus}, }
  • Change-point estimation from indirect observations. 1. minimax complexity

    Annales de l'institut henri poincare (b) probability and statistics, vol. 44, iss. 5, pp. 787-818, 2008.
    By A. Goldenshluger, A. Juditsky, A. B. Tsybakov, and A. Zeevi

    [DOI] [Bibtex]

    @ARTICLE{Goldenshluger2008787,
    author={Goldenshluger, A. and Juditsky, A. and Tsybakov, A.B. and Zeevi, A.},
    title={Change-point estimation from indirect observations. 1. Minimax complexity},
    journal={Annales de l'institut Henri Poincare (B) Probability and Statistics},
    year={2008},
    volume={44},
    number={5},
    pages={787-818},
    doi={10.1214/07-AIHP110},
    note={cited 
    By 9}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77951843654&doi=10.1214%2f07-AIHP110&partnerID=40&md5=d1d4e25d585ba88c2cb5f9ec2fa9fdc8}, document_type={Article}, source={Scopus}, }
  • Change-point estimation from indirect observations. 2. adaptation

    Annales de l'institut henri poincare (b) probability and statistics, vol. 44, iss. 5, pp. 819-836, 2008.
    By A. Goldenshluger, A. Juditsky, A. Tsybakov, and A. Zeevi

    [DOI] [Bibtex]

    @ARTICLE{Goldenshluger2008819,
    author={Goldenshluger, A. and Juditsky, A. and Tsybakov, A. and Zeevi, A.},
    title={Change-point estimation from indirect observations. 2. Adaptation},
    journal={Annales de l'institut Henri Poincare (B) Probability and Statistics},
    year={2008},
    volume={44},
    number={5},
    pages={819-836},
    doi={10.1214/07-AIHP144},
    note={cited 
    By 7}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77951835117&doi=10.1214%2f07-AIHP144&partnerID=40&md5=5b35b8a789c9d14542b90e35907e5e74}, document_type={Article}, source={Scopus}, }
  • Learning by mirror averaging

    Annals of statistics, vol. 36, iss. 5, pp. 2183-2206, 2008.
    By A. Juditsky, P. Rigollet, and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Juditsky20082183,
    author={Juditsky, A. and Rigollet, P. and Tsybakov, A.B.},
    title={Learning by mirror averaging},
    journal={Annals of Statistics},
    year={2008},
    volume={36},
    number={5},
    pages={2183-2206},
    doi={10.1214/07-AOS546},
    note={cited 
    By 61}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-54349121305&doi=10.1214%2f07-AOS546&partnerID=40&md5=25893181df32b1d67936ffe7cb4c5b16}, document_type={Article}, source={Scopus}, }

2007

  • Fast learning rates for plug-in classifiers

    Annals of statistics, vol. 35, iss. 2, pp. 608-633, 2007.
    By J. -Y. Audibert and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Audibert2007608,
    author={Audibert, J.-Y. and Tsybakov, A.B.},
    title={Fast learning rates for plug-in classifiers},
    journal={Annals of Statistics},
    year={2007},
    volume={35},
    number={2},
    pages={608-633},
    doi={10.1214/009053606000001217},
    note={cited 
    By 136}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-34547706430&doi=10.1214%2f009053606000001217&partnerID=40&md5=5f90d03542d3b6a3261e076b11fb4a2a}, document_type={Article}, source={Scopus}, }
  • Sparsity oracle inequalities for the lasso

    Electronic journal of statistics, vol. 1, pp. 169-194, 2007.
    By F. Bunea, A. Tsybakov, and M. Wegkamp

    [DOI] [Bibtex]

    @ARTICLE{Bunea2007169,
    author={Bunea, F. and Tsybakov, A. and Wegkamp, M.},
    title={Sparsity oracle inequalities for the Lasso},
    journal={Electronic Journal of Statistics},
    year={2007},
    volume={1},
    pages={169-194},
    doi={10.1214/07-EJS008},
    note={cited 
    By 210}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-50849114939&doi=10.1214%2f07-EJS008&partnerID=40&md5=d0bdfc1f465c87700286524055d37dd6}, document_type={Article}, source={Scopus}, }
  • Sparse density estimation with ℓ1 penalties

    Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 4539 LNAI, pp. 530-543, 2007.
    By F. Bunea, A. B. Tsybakov, and M. H. Wegkamp

    [DOI] [Bibtex]

    @ARTICLE{Bunea2007530,
    author={Bunea, F. and Tsybakov, A.B. and Wegkamp, M.H.},
    title={Sparse density estimation with ℓ1 penalties},
    journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
    year={2007},
    volume={4539 LNAI},
    pages={530-543},
    doi={10.1007/978-3-540-72927-3_38},
    note={cited 
    By 24}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-38049008576&doi=10.1007%2f978-3-540-72927-3_38&partnerID=40&md5=a473a52e6bce7f58dbbebcb99f2c134a}, document_type={Conference Paper}, source={Scopus}, }
  • Aggregation by exponential weighting and sharp oracle inequalities

    Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 4539 LNAI, pp. 97-111, 2007.
    By A. S. Dalalyan and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Dalalyan200797,
    author={Dalalyan, A.S. and Tsybakov, A.B.},
    title={Aggregation by exponential weighting and sharp oracle inequalities},
    journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
    year={2007},
    volume={4539 LNAI},
    pages={97-111},
    doi={10.1007/978-3-540-72927-3_9},
    note={cited 
    By 57}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-38049046503&doi=10.1007%2f978-3-540-72927-3_9&partnerID=40&md5=e66c7086015356b4b2ea9c225c35d7cb}, document_type={Conference Paper}, source={Scopus}, }
  • Linear and convex aggregation of density estimators

    Mathematical methods of statistics, vol. 16, iss. 3, pp. 260-280, 2007.
    By P. Rigollet and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Rigollet2007260,
    author={Rigollet, P. and Tsybakov, A.B.},
    title={Linear and convex aggregation of density estimators},
    journal={Mathematical Methods of Statistics},
    year={2007},
    volume={16},
    number={3},
    pages={260-280},
    doi={10.3103/S1066530707030052},
    note={cited 
    By 46}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77955137685&doi=10.3103%2fS1066530707030052&partnerID=40&md5=c7eacac920b121ece0322de050703541}, document_type={Article}, source={Scopus}, }

2006

  • Discussion: local rademacher complexities and oracle inequalities in risk minimization

    Annals of statistics, vol. 34, iss. 6, pp. 2657-2706, 2006.
    By P. L. Bartlett, S. Mendelson, G. Blanchard, P. Massart, S. Clemençon, G. Lugosi, N. Vayatis, S. Xiaotong, W. Lifeng, A. B. Tsybakov, S. Van De Geer, and V. Koltchinskii

    [DOI] [Bibtex]

    @ARTICLE{Bartlett20062657,
    author={Bartlett, P.L. and Mendelson, S. and Blanchard, G. and Massart, P. and Clemençon, S. and Lugosi, G. and Vayatis, N. and Xiaotong, S. and Lifeng, W. and Tsybakov, A.B. and Van De Geer, S. and Koltchinskii, V.},
    title={Discussion: Local rademacher complexities and oracle inequalities in risk minimization},
    journal={Annals of Statistics},
    year={2006},
    volume={34},
    number={6},
    pages={2657-2706},
    doi={10.1214/009083606000001028},
    note={cited 
    By 8}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-34547313726&doi=10.1214%2f009083606000001028&partnerID=40&md5=aff880828789b38b18e6c8978b057910}, document_type={Note}, source={Scopus}, }
  • Aggregation and sparsity via ℓ1 penalized least squares

    Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics), vol. 4005 LNAI, pp. 379-391, 2006.
    By F. Bunea, A. B. Tsybakov, and M. H. Wegkamp

    [DOI] [Bibtex]

    @ARTICLE{Bunea2006379,
    author={Bunea, F. and Tsybakov, A.B. and Wegkamp, M.H.},
    title={Aggregation and sparsity via ℓ1 penalized least squares},
    journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
    year={2006},
    volume={4005 LNAI},
    pages={379-391},
    doi={10.1007/11776420_29},
    note={cited 
    By 38}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-33746056860&doi=10.1007%2f11776420_29&partnerID=40&md5=e16dad384d709ad079302d3a113dacaa}, document_type={Conference Paper}, source={Scopus}, }
  • Penalized maximum likelihood and semiparametric second-order efficiency

    Annals of statistics, vol. 34, iss. 1, pp. 169-201, 2006.
    By A. S. Dalalyan, G. K. Golubev, and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Dalalyan2006169,
    author={Dalalyan, A.S. and Golubev, G.K. and Tsybakov, A.B.},
    title={Penalized maximum likelihood and semiparametric second-order efficiency},
    journal={Annals of Statistics},
    year={2006},
    volume={34},
    number={1},
    pages={169-201},
    doi={10.1214/009053605000000895},
    note={cited 
    By 27}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-33744800008&doi=10.1214%2f009053605000000895&partnerID=40&md5=eb3e1e2fe01788274be43ada48822547}, document_type={Article}, source={Scopus}, }
  • Optimal change-point estimation from indirect observations

    Annals of statistics, vol. 34, iss. 1, pp. 350-372, 2006.
    By A. Goldenshluger, A. Tsybakov, and A. Zeevi

    [DOI] [Bibtex]

    @ARTICLE{Goldenshluger2006350,
    author={Goldenshluger, A. and Tsybakov, A. and Zeevi, A.},
    title={Optimal change-point estimation from indirect observations},
    journal={Annals of Statistics},
    year={2006},
    volume={34},
    number={1},
    pages={350-372},
    doi={10.1214/009053605000000750},
    note={cited 
    By 31}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-33744820824&doi=10.1214%2f009053605000000750&partnerID=40&md5=2b772b50b82b69ae558c80140470d3b9}, document_type={Article}, source={Scopus}, }
  • Remark on "recursive aggregation of estimators by the mirror descent algorithm with averaging" published in probl. peredachi inf., 2005, no. 4

    Problems of information transmission, vol. 42, iss. 3, p. 262, 2006.
    By A. B. Juditsky, A. V. Nazin, A. B. Tsybakov, and N. Vayatis

    [DOI] [Bibtex]

    @ARTICLE{Juditsky2006262,
    author={Juditsky, A.B. and Nazin, A.V. and Tsybakov, A.B. and Vayatis, N.},
    title={Remark on "Recursive aggregation of estimators by the mirror descent algorithm with averaging" published in Probl. Peredachi Inf., 2005, no. 4},
    journal={Problems of Information Transmission},
    year={2006},
    volume={42},
    number={3},
    pages={262},
    doi={10.1134/S0032946006030094},
    note={cited 
    By 0}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-33750211223&doi=10.1134%2fS0032946006030094&partnerID=40&md5=93378eaa2bb3f93b9e91ef180014dc6d}, document_type={Letter}, source={Scopus}, }
  • Regularization in statistics: Discussion

    Test, vol. 15, iss. 2, pp. 303-344, 2006.
    By A. B. Tsybakov, S. V. D. A. Geer, B. Yu, T. Valdes, C. Rivero, J. Fan, A. V. D. Vaart, P. J. Bickel, and B. Li

    [Bibtex]

    @ARTICLE{Tsybakov2006RegularizationDiscussion,
    author = {Alexandre B. Tsybakov and Sara A. Van De Geer and Bin Yu and Teófilo Valdes and Carlos Rivero and Jianqing Fan and Aad Van Der Vaart and Peter J. Bickel and Bo Li},
    title = {{Regularization in statistics: Discussion}},
    journal = {Test},
    year = {2006},
    volume = {15},
    number = {2},
    pages = {303-344}}
  • Regularization in statistics: discussion

    Test, vol. 15, iss. 2, pp. 303-344, 2006.
    By A. B. Tsybakov, S. A. Van De Geer, B. Yu, T. Valdes, C. Rivero, J. Fan, A. Van Der Vaart, P. J. Bickel, and B. Li

    [Bibtex]

    @ARTICLE{Tsybakov2006303,
    author={Tsybakov, A.B. and Van De Geer, S.A. and Yu, B. and Valdes, T. and Rivero, C. and Fan, J. and Van Der Vaart, A. and Bickel, P.J. and Li, B.},
    title={Regularization in statistics: Discussion},
    journal={Test},
    year={2006},
    volume={15},
    number={2},
    pages={303-344},
    note={cited 
    By 4}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-33845674505&partnerID=40&md5=1d1f57d081e8894c7fe4cd8e433fdc75}, document_type={Note}, source={Scopus}, }

2005

  • Recursive aggregation of estimators by the mirror descent algorithm with averaging

    Problems of information transmission, vol. 41, iss. 4, pp. 368-384, 2005.
    By A. B. Juditsky, A. V. Nazin, A. B. Tsybakov, and N. Vayatis

    [DOI] [Bibtex]

    @ARTICLE{Juditsky2005368,
    author={Juditsky, A.B. and Nazin, A.V. and Tsybakov, A.B. and Vayatis, N.},
    title={Recursive aggregation of estimators by the mirror descent algorithm with averaging},
    journal={Problems of Information Transmission},
    year={2005},
    volume={41},
    number={4},
    pages={368-384},
    doi={10.1007/s11122-006-0005-2},
    note={cited 
    By 46}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-31344435933&doi=10.1007%2fs11122-006-0005-2&partnerID=40&md5=1ac48541406bd43b9dd7e00dea8a46a5}, document_type={Article}, source={Scopus}, }
  • Square root penalty: adaptation to the margin in classification and in edge estimation

    Annals of statistics, vol. 33, iss. 3, pp. 1203-1224, 2005.
    By A. B. Tsybakov and S. A. D. E. Van Geer

    [DOI] [Bibtex]

    @ARTICLE{Tsybakov20051203,
    author={Tsybakov, A.B. and Van Geer, S.A.D.E.},
    title={Square root penalty: Adaptation to the margin in classification and in edge estimation},
    journal={Annals of Statistics},
    year={2005},
    volume={33},
    number={3},
    pages={1203-1224},
    doi={10.1214/009053604000001066},
    note={cited 
    By 31}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-23744505130&doi=10.1214%2f009053604000001066&partnerID=40&md5=a3b1cc91f3a4bbe73f5682c5e6be100e}, document_type={Article}, source={Scopus}, }

2004

  • Block thresholding and sharp adaptive estimation in severely ill-posed inverse problems

    Theory of probability and its applications, vol. 48, iss. 3, pp. 426-446, 2004.
    By L. Cavalier, Y. Gulobev, O. Lepski, and A. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Cavalier2004426,
    author={Cavalier, L. and Gulobev, Y. and Lepski, O. and Tsybakov, A.},
    title={Block thresholding and sharp adaptive estimation in severely ill-posed inverse problems},
    journal={Theory of Probability and its Applications},
    year={2004},
    volume={48},
    number={3},
    pages={426-446},
    doi={10.1137/S0040585X97980555},
    note={cited 
    By 17}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-7544237614&doi=10.1137%2fS0040585X97980555&partnerID=40&md5=8626ff0b668ff2393cb40950edfe5b67}, document_type={Conference Paper}, source={Scopus}, }
  • Estimating the endpoint of a distribution in the presence of additive observation errors

    Statistics and probability letters, vol. 68, iss. 1, pp. 39-49, 2004.
    By A. Goldenshluger and A. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Goldenshluger200439,
    author={Goldenshluger, A. and Tsybakov, A.},
    title={Estimating the endpoint of a distribution in the presence of additive observation errors},
    journal={Statistics and Probability Letters},
    year={2004},
    volume={68},
    number={1},
    pages={39-49},
    doi={10.1016/j.spl.2004.01.013},
    note={cited 
    By 12}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-2342603497&doi=10.1016%2fj.spl.2004.01.013&partnerID=40&md5=61f56668f71920d879fed41b833eed20}, document_type={Article}, source={Scopus}, }
  • Exact constants for pointwise adaptive estimation under the riesz transform

    Probability theory and related fields, vol. 129, iss. 3, pp. 441-467, 2004.
    By J. Klemela and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Klemela2004441,
    author={Klemela, J. and Tsybakov, A.B.},
    title={Exact constants for pointwise adaptive estimation under the Riesz transform},
    journal={Probability Theory and Related Fields},
    year={2004},
    volume={129},
    number={3},
    pages={441-467},
    doi={10.1007/s00440-004-0348-9},
    note={cited 
    By 3}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-3042813988&doi=10.1007%2fs00440-004-0348-9&partnerID=40&md5=c89bec6b905a0fbd7ea655c03f2cfd49}, document_type={Article}, source={Scopus}, }
  • Erratum: smooth discrimination analysis (the annals of statistics (1999) 27 (1808-1829))

    Annals of statistics, vol. 32, iss. 5, pp. 2340-2341, 2004.
    By E. Mammen and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Mammen20042340,
    author={Mammen, E. and Tsybakov, A.B.},
    title={Erratum: Smooth discrimination analysis (The Annals of Statistics (1999) 27 (1808-1829))},
    journal={Annals of Statistics},
    year={2004},
    volume={32},
    number={5},
    pages={2340-2341},
    doi={10.1214/009053604000000869},
    note={cited 
    By 0}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-24344503785&doi=10.1214%2f009053604000000869&partnerID=40&md5=bd138454d570e18323fa7124925100ae}, document_type={Erratum}, source={Scopus}, }
  • Dicussion on the meeting on 'statistical approaches to inverse problems'

    Journal of the royal statistical society. series b: statistical methodology, vol. 66, iss. 3, pp. 627-652, 2004.
    By G. Nason, E. Moulines, C. P. Robert, C. Andrieu, A. Stoffelen, D. Paul, F. Abramovich, R. G. Aykroyd, R. M. West, S. Meng, C. Butucea, L. Cavalier, N. Cressie, M. Davy, D. De Canditiis, M. Pensky, Y. Golubev, R. N. Hoffman, E. Khabie-Zeitoune, A. Munk, F. H. Ruymgaart, S. C. Olhede, A. Tsybakov, G. Wahba, I. M. Johnstone, G. Kerkyacharian, D. Picard, M. Raimondo, P. J. Wolfe, S. J. Godsill, W. -J. Ng, H. Haario, M. Laine, M. Lehtinen, E. Saksman, J. Tamminen, D. Cornford, L. Csató, D. J. Evans, and M. Opper

    [DOI] [Bibtex]

    @ARTICLE{Nason2004627,
    author={Nason, G. and Moulines, E. and Robert, C.P. and Andrieu, C. and Stoffelen, A. and Paul, D. and Abramovich, F. and Aykroyd, R.G. and West, R.M. and Meng, S. and Butucea, C. and Cavalier, L. and Cressie, N. and Davy, M. and De Canditiis, D. and Pensky, M. and Golubev, Yu. and Hoffman, R.N. and Khabie-Zeitoune, E. and Munk, A. and Ruymgaart, F.H. and Olhede, S.C. and Tsybakov, A. and Wahba, G. and Johnstone, I.M. and Kerkyacharian, G. and Picard, D. and Raimondo, M. and Wolfe, P.J. and Godsill, S.J. and Ng, W.-J. and Haario, H. and Laine, M. and Lehtinen, M. and Saksman, E. and Tamminen, J. and Cornford, D. and Csató, L. and Evans, D.J. and Opper, M.},
    title={Dicussion on the meeting on 'Statistical approaches to inverse problems'},
    journal={Journal of the Royal Statistical Society. Series B: Statistical Methodology},
    year={2004},
    volume={66},
    number={3},
    pages={627-652},
    doi={10.1111/j.1467-9868.2004.2060d.x},
    note={cited 
    By 3}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-3543029866&doi=10.1111%2fj.1467-9868.2004.2060d.x&partnerID=40&md5=2248eed47eeba4507b850cf6aa116606}, document_type={Conference Paper}, source={Scopus}, }
  • Nonparametric independent component analysis

    Bernoulli, vol. 10, iss. 4, pp. 565-582, 2004.
    By A. Samarov and A. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Samarov2004565,
    author={Samarov, A. and Tsybakov, A.},
    title={Nonparametric independent component analysis},
    journal={Bernoulli},
    year={2004},
    volume={10},
    number={4},
    pages={565-582},
    doi={10.3150/bj/1093265630},
    note={cited 
    By 20}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-29144464874&doi=10.3150%2fbj%2f1093265630&partnerID=40&md5=b141deb942cf53988a0fa7db24e08eff}, document_type={Article}, source={Scopus}, }
  • Optimal aggregation of classifiers in statistical learning

    Annals of statistics, vol. 32, iss. 1, pp. 135-166, 2004.
    By A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Tsybakov2004135,
    author={Tsybakov, A.B.},
    title={Optimal aggregation of classifiers in statistical learning},
    journal={Annals of Statistics},
    year={2004},
    volume={32},
    number={1},
    pages={135-166},
    doi={10.1214/aos/1079120131},
    note={cited 
    By 319}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-3142725508&doi=10.1214%2faos%2f1079120131&partnerID=40&md5=dbeea69d86992bc835627b3c424f2c86}, document_type={Article}, source={Scopus}, }

2003

  • Optimal prediction for linear regression with infinitely many parameters

    Journal of multivariate analysis, vol. 84, iss. 1, pp. 40-60, 2003.
    By A. Goldenshluger and A. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Goldenshluger200340,
    author={Goldenshluger, A. and Tsybakov, A.},
    title={Optimal prediction for linear regression with infinitely many parameters},
    journal={Journal of Multivariate Analysis},
    year={2003},
    volume={84},
    number={1},
    pages={40-60},
    doi={10.1016/S0047-259X(02)00006-4},
    note={cited 
    By 6}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0037288986&doi=10.1016%2fS0047-259X%2802%2900006-4&partnerID=40&md5=66aab9bbf66462c14015606956bf0f6c}, document_type={Review}, source={Scopus}, }

2002

  • Random Rates in Anisotropic Regression: Discussion

    Annals of statistics, vol. 30, iss. 2, pp. 359-396, 2002.
    By L. Birge, L. D. Brown, Y. Lin, S. Efromovich, D. Picard, K. Tribouley, A. B. Tsybakov, S. V. D. Geer, M. Hoffmann, and O. Lepski

    [Bibtex]

    @ARTICLE{Birge2002RandomDiscussion,
    author = {Lucien Birge and Lawrence D. Brown and Yi Lin and Sam Efromovich and Dominique Picard and Karine Tribouley and Alexandre B. Tsybakov and Sara Van De Geer and M. Hoffmann and O. Lepski},
    title = {{Random Rates in Anisotropic Regression: Discussion}},
    journal = {Annals of Statistics},
    year = {2002},
    volume = {30},
    number = {2},
    pages = {359-396}}
  • Random rates in anisotropic regression: discussion

    Annals of statistics, vol. 30, iss. 2, pp. 359-396, 2002.
    By L. Birge, L. D. Brown, Y. Lin, S. Efromovich, D. Picard, K. Tribouley, A. B. Tsybakov, S. Van De Geer, M. Hoffmann, and O. Lepski

    [Bibtex]

    @ARTICLE{Birge2002359,
    author={Birge, L. and Brown, L.D. and Lin, Y. and Efromovich, S. and Picard, D. and Tribouley, K. and Tsybakov, A.B. and Van De Geer, S. and Hoffmann, M. and Lepski, O.},
    title={Random Rates in Anisotropic Regression: Discussion},
    journal={Annals of Statistics},
    year={2002},
    volume={30},
    number={2},
    pages={359-396},
    note={cited 
    By 2}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0043289755&partnerID=40&md5=24b3d786060c157aa6ffc4b44ca17ff9}, document_type={Note}, source={Scopus}, }
  • Sharp adaptation for inverse problems with random noise

    Probability theory and related fields, vol. 123, iss. 3, pp. 323-354, 2002.
    By L. Cavalier and A. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Cavalier2002323,
    author={Cavalier, L. and Tsybakov, A.},
    title={Sharp adaptation for inverse problems with random noise},
    journal={Probability Theory and Related Fields},
    year={2002},
    volume={123},
    number={3},
    pages={323-354},
    doi={10.1007/s004400100169},
    note={cited 
    By 93}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0036022583&doi=10.1007%2fs004400100169&partnerID=40&md5=41f256cd1dc460fabe5383ad6c80dd2a}, document_type={Article}, source={Scopus}, }
  • Oracle inequalities for inverse problems

    Annals of statistics, vol. 30, iss. 3, pp. 843-874, 2002.
    By L. Cavalier, G. K. Golubev, D. Picard, and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Cavalier2002843,
    author={Cavalier, L. and Golubev, G.K. and Picard, D. and Tsybakov, A.B.},
    title={Oracle inequalities for inverse problems},
    journal={Annals of Statistics},
    year={2002},
    volume={30},
    number={3},
    pages={843-874},
    doi={10.1214/aos/1028674843},
    note={cited 
    By 100}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0036045292&doi=10.1214%2faos%2f1028674843&partnerID=40&md5=3f21f122b2b22bb519cd1ad5cee99ca9}, document_type={Article}, source={Scopus}, }
  • Testing hypotheses about contours in images

    Journal of nonparametric statistics, vol. 14, iss. 1-2, pp. 67-85, 2002.
    By G. Gayraud and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Gayraud200267,
    author={Gayraud, G. and Tsybakov, A.B.},
    title={Testing hypotheses about contours in images},
    journal={Journal of Nonparametric Statistics},
    year={2002},
    volume={14},
    number={1-2},
    pages={67-85},
    doi={10.1080/10485250211387},
    note={cited 
    By 2}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0036556157&doi=10.1080%2f10485250211387&partnerID=40&md5=4b9821e53dfa1b6b807b03f6a22cae71}, document_type={Article}, source={Scopus}, }

2001

  • Adaptive prediction and estimation in linear regression with infinitely many parameters

    Annals of statistics, vol. 29, iss. 6, pp. 1601-1619, 2001.
    By A. Goldenshluger and A. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Goldenshluger20011601,
    author={Goldenshluger, A. and Tsybakov, A.},
    title={Adaptive prediction and estimation in linear regression with infinitely many parameters},
    journal={Annals of Statistics},
    year={2001},
    volume={29},
    number={6},
    pages={1601-1619},
    doi={10.1214/aos/1015345956},
    note={cited 
    By 14}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0035528155&doi=10.1214%2faos%2f1015345956&partnerID=40&md5=9f881b3ee2ac96b16042eda80ccc592c}, document_type={Article}, source={Scopus}, }
  • Sharp adaptive estimation of linear functionals

    Annals of statistics, vol. 29, iss. 6, pp. 1567-1600, 2001.
    By J. Klemela and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Klemela20011567,
    author={Klemela, J. and Tsybakov, A.B.},
    title={Sharp adaptive estimation of linear functionals},
    journal={Annals of Statistics},
    year={2001},
    volume={29},
    number={6},
    pages={1567-1600},
    doi={10.1214/aos/1015345955},
    note={cited 
    By 20}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0035528160&doi=10.1214%2faos%2f1015345955&partnerID=40&md5=3f1b222dfe6f38e5b0bb7ac479df9785}, document_type={Article}, source={Scopus}, }

2000

  • Asymptotically exact nonparametric hypothesis testing in sup-norm and at a fixed point

    Probability theory and related fields, vol. 117, iss. 1, pp. 17-48, 2000.
    By O. V. Lepski and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Lepski200017,
    author={Lepski, O.V. and Tsybakov, A.B.},
    title={Asymptotically exact nonparametric hypothesis testing in sup-norm and at a fixed point},
    journal={Probability Theory and Related Fields},
    year={2000},
    volume={117},
    number={1},
    pages={17-48},
    doi={10.1007/s004400050265},
    note={cited 
    By 46}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0034399225&doi=10.1007%2fs004400050265&partnerID=40&md5=c3a994ae5a79499d4cd0e0e0e8902901}, document_type={Article}, source={Scopus}, }
  • On the best rate of adaptive estimation in some inverse problems [sur la meilleure vitesse d'estimation adaptative dans des certains problemes inverses]

    Comptes rendus de l'academie des sciences - series i: mathematics, vol. 330, iss. 9, pp. 835-840, 2000.
    By A. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Tsybakov2000835,
    author={Tsybakov, A.},
    title={On the best rate of adaptive estimation in some inverse problems [Sur la meilleure vitesse d'estimation adaptative dans des certains problemes inverses]},
    journal={Comptes Rendus de l'Academie des Sciences - Series I: Mathematics},
    year={2000},
    volume={330},
    number={9},
    pages={835-840},
    doi={10.1016/S0764-4442(00)00278-0},
    note={cited 
    By 29}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0034179341&doi=10.1016%2fS0764-4442%2800%2900278-0&partnerID=40&md5=b97871e4136170c4df5f6acd5ec7e048}, document_type={Article}, source={Scopus}, }

1999

  • Smooth discrimination analysis

    Annals of statistics, vol. 27, iss. 6, pp. 1808-1829, 1999.
    By E. Mammen and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Mammen19991808,
    author={Mammen, E. and Tsybakov, A.B.},
    title={Smooth discrimination analysis},
    journal={Annals of Statistics},
    year={1999},
    volume={27},
    number={6},
    pages={1808-1829},
    doi={10.1214/aos/1017939240},
    note={cited 
    By 175}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0033234630&doi=10.1214%2faos%2f1017939240&partnerID=40&md5=b0f69b05c5b49cdb6c44571331d91885}, document_type={Article}, source={Scopus}, }

1998

  • Exact asymptotic minimax constants for the estimation of analytical functions in lp

    Probability theory and related fields, vol. 112, iss. 1, pp. 33-51, 1998.
    By E. Guerre and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Guerre199833,
    author={Guerre, E. and Tsybakov, A.B.},
    title={Exact asymptotic minimax constants for the estimation of analytical functions in Lp},
    journal={Probability Theory and Related Fields},
    year={1998},
    volume={112},
    number={1},
    pages={33-51},
    doi={10.1007/s004400050182},
    note={cited 
    By 7}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0032166990&doi=10.1007%2fs004400050182&partnerID=40&md5=fff6c8f8651e7ab2c0f3200a0e416276}, document_type={Article}, source={Scopus}, }
  • Nonparametric vector autoregression

    Journal of statistical planning and inference, vol. 68, iss. 2, pp. 221-245, 1998.
    By W. Hardle, A. Tsybakov, and L. Yang

    [DOI] [Bibtex]

    @ARTICLE{Hardle1998221,
    author={Hardle, W. and Tsybakov, A. and Yang, L.},
    title={Nonparametric vector autoregression},
    journal={Journal of Statistical Planning and Inference},
    year={1998},
    volume={68},
    number={2},
    pages={221-245},
    doi={10.1016/s0378-3758(97)00143-2},
    note={cited 
    By 53}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0032523349&doi=10.1016%2fs0378-3758%2897%2900143-2&partnerID=40&md5=c8e8f6df184f93512106fde56597ec51}, document_type={Article}, source={Scopus}, }
  • Pointwise and sup-norm sharp adaptive estimation of functions on the sobolev classes

    Annals of statistics, vol. 26, iss. 6, pp. 2420-2469, 1998.
    By A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Tsybakov19982420,
    author={Tsybakov, A.B.},
    title={Pointwise and sup-norm sharp adaptive estimation of functions on the Sobolev classes},
    journal={Annals of Statistics},
    year={1998},
    volume={26},
    number={6},
    pages={2420-2469},
    doi={10.1214/aos/1024691478},
    note={cited 
    By 56}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0032243618&doi=10.1214%2faos%2f1024691478&partnerID=40&md5=84703a07c8040bf42c4b55e689dcb56e}, document_type={Article}, source={Scopus}, }

1997

  • Local polynomial estimators of the volatility function in nonparametric autoregression

    Journal of econometrics, vol. 81, iss. 1, pp. 223-242, 1997.
    By W. Hardle and A. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Hardle1997223,
    author={Hardle, W. and Tsybakov, A.},
    title={Local polynomial estimators of the volatility function in nonparametric autoregression},
    journal={Journal of Econometrics},
    year={1997},
    volume={81},
    number={1},
    pages={223-242},
    doi={10.1016/S0304-4076(97)00044-4},
    note={cited 
    By 137}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0000961658&doi=10.1016%2fS0304-4076%2897%2900044-4&partnerID=40&md5=288157cff385595d031f95f9b19563b7}, document_type={Article}, source={Scopus}, }
  • Asymptotically efficient signal estimation in L2 under the general loss functions

    Problemy peredachi informatsii, vol. 33, iss. 1, pp. 94-106, 1997.
    By A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Tsybakov1997AsymptoticallyFunctions,
    author = {A. B. Tsybakov},
    title = {{Asymptotically efficient signal estimation in L2 under the general loss functions}},
    journal = {Problemy Peredachi Informatsii},
    year = {1997},
    volume = {33},
    number = {1},
    pages = {94-106}}
  • On nonparametric estimation of density level sets

    Annals of statistics, vol. 25, iss. 3, pp. 948-969, 1997.
    By A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Tsybakov1997948,
    author={Tsybakov, A.B.},
    title={On nonparametric estimation of density level sets},
    journal={Annals of Statistics},
    year={1997},
    volume={25},
    number={3},
    pages={948-969},
    doi={10.1214/aos/1069362732},
    note={cited 
    By 123}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0031478562&doi=10.1214%2faos%2f1069362732&partnerID=40&md5=e3ec0242b3c1893fc21e566f026e8b27}, document_type={Article}, source={Scopus}, }
  • Asymptotically efficient signal estimation in l2 under the general loss functions

    Problemy peredachi informatsii, vol. 33, iss. 1, pp. 94-106, 1997.
    By A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Tsybakov199794,
    author={Tsybakov, A.B.},
    title={Asymptotically efficient signal estimation in L2 under the general loss functions},
    journal={Problemy Peredachi Informatsii},
    year={1997},
    volume={33},
    number={1},
    pages={94-106},
    note={cited 
    By 1}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0030697658&partnerID=40&md5=b8da65046c51a5d090d779f7e6c5b7e1}, document_type={Article}, source={Scopus}, }

1996

  • Asymptotically efficient estimation of analytic functions in gaussian noise

    Bernoulli, vol. 2, iss. 2, pp. 167-181, 1996.
    By Y. K. Golubev, B. Y. Levit, and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Golubev1996167,
    author={Golubev, Y.K. and Levit, B.Y. and Tsybakov, A.B.},
    title={Asymptotically efficient estimation of analytic functions in Gaussian noise},
    journal={Bernoulli},
    year={1996},
    volume={2},
    number={2},
    pages={167-181},
    doi={10.3150/bj/1193839222},
    note={cited 
    By 17}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0001552467&doi=10.3150%2fbj%2f1193839222&partnerID=40&md5=7e572e4ba91d7153009af7877ba49848}, document_type={Article}, source={Scopus}, }
  • Root-n consistent estimators of entropy for densities with unbounded support

    Scandinavian journal of statistics, vol. 23, iss. 1, pp. 75-83, 1996.
    By A. B. Tsybakov and V. D. E. C. Meulen

    [Bibtex]

    @ARTICLE{Tsybakov1996Root-NSupport,
    author = {A. B. Tsybakov and E. C. Van Der Meulen},
    title = {{Root-n consistent estimators of entropy for densities with unbounded support}},
    journal = {Scandinavian Journal of Statistics},
    year = {1996},
    volume = {23},
    number = {1},
    pages = {75-83}}
  • Root-n consistent estimators of entropy for densities with unbounded support

    Scandinavian journal of statistics, vol. 23, iss. 1, pp. 75-83, 1996.
    By A. B. Tsybakov and E. C. Van Der Meulen

    [Bibtex]

    @ARTICLE{Tsybakov199675,
    author={Tsybakov, A.B. and Van Der Meulen, E.C.},
    title={Root-n consistent estimators of entropy for densities with unbounded support},
    journal={Scandinavian Journal of Statistics},
    year={1996},
    volume={23},
    number={1},
    pages={75-83},
    note={cited 
    By 57}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0030547960&partnerID=40&md5=903951e462bdccceded2949acff3c973}, document_type={Article}, source={Scopus}, }

1995

  • Estimation of non-sharp support boundaries

    Journal of multivariate analysis, vol. 55, iss. 2, pp. 205-218, 1995.
    By W. Hardle, B. U. Park, and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Hardle1995205,
    author={Hardle, W. and Park, B.U. and Tsybakov, A.B.},
    title={Estimation of non-sharp support boundaries},
    journal={Journal of Multivariate Analysis},
    year={1995},
    volume={55},
    number={2},
    pages={205-218},
    doi={10.1006/jmva.1995.1075},
    note={cited 
    By 59}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0001707735&doi=10.1006%2fjmva.1995.1075&partnerID=40&md5=3d6ff2c221d4f99debdaecde9bcaded5}, document_type={Article}, source={Scopus}, }
  • Additive nonparametric regression on principal components

    Journal of nonparametric statistics, vol. 5, iss. 2, pp. 157-184, 1995.
    By W. Hardle and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Hardle1995157,
    author={Hardle, W. and Tsybakov, A.B.},
    title={Additive nonparametric regression on principal components},
    journal={Journal of Nonparametric Statistics},
    year={1995},
    volume={5},
    number={2},
    pages={157-184},
    doi={10.1080/10485259508832641},
    note={cited 
    By 9}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0001764049&doi=10.1080%2f10485259508832641&partnerID=40&md5=66eae1290b6ea18d9b7603d8804582e4}, document_type={Article}, source={Scopus}, }
  • Visual error criteria for qualitative smoothing

    Journal of the american statistical association, vol. 90, iss. 430, pp. 499-507, 1995.
    By J. S. Marron and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Marron1995499,
    author={Marron, J.S. and Tsybakov, A.B.},
    title={Visual error criteria for qualitative smoothing},
    journal={Journal of the American Statistical Association},
    year={1995},
    volume={90},
    number={430},
    pages={499-507},
    doi={10.1080/01621459.1995.10476541},
    note={cited 
    By 58}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-21844507395&doi=10.1080%2f01621459.1995.10476541&partnerID=40&md5=1670d8f214b4e6e044c29cfdcfe01675}, document_type={Article}, source={Scopus}, }
  • Nonparametric recursive variance estimation

    Statistics, vol. 27, iss. 1-2, pp. 55-63, 1995.
    By S. Stadtmuller and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Stadtmuller199555,
    author={Stadtmuller, S. and Tsybakov, A.B.},
    title={Nonparametric recursive variance estimation},
    journal={Statistics},
    year={1995},
    volume={27},
    number={1-2},
    pages={55-63},
    doi={10.1080/02331889508802510},
    note={cited 
    By 10}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-21844495548&doi=10.1080%2f02331889508802510&partnerID=40&md5=fd5f19e4025e7703270aecc0b5151b49}, document_type={Article}, source={Scopus}, }

1994

  • Asymptotic efficiency in estimation of a convex set

    Problemy peredachi informatsii, vol. 30, iss. 4, pp. 33-44, 1994.
    By A. P. Korostelev and A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Korostelev1994AsymptoticSet,
    author = {A. P. Korostelev and A. B. Tsybakov},
    title = {{Asymptotic efficiency in estimation of a convex set}},
    journal = {Problemy Peredachi Informatsii},
    year = {1994},
    volume = {30},
    number = {4},
    pages = {33-44}}
  • Asymptotic efficiency in estimation of a convex set

    Problemy peredachi informatsii, vol. 30, iss. 4, pp. 33-44, 1994.
    By A. P. Korostelev and A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Korostelev199433,
    author={Korostelev, A.P. and Tsybakov, A.B.},
    title={Asymptotic efficiency in estimation of a convex set},
    journal={Problemy Peredachi Informatsii},
    year={1994},
    volume={30},
    number={4},
    pages={33-44},
    note={cited 
    By 6}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0028522041&partnerID=40&md5=d4010d9a44ec460a15f1ce0b70995030}, document_type={Article}, source={Scopus}, }

1993

  • How sensitive are average derivatives?

    Journal of econometrics, vol. 58, iss. 1-2, pp. 31-48, 1993.
    By W. Hardle and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Hardle199331,
    author={Hardle, W. and Tsybakov, A.B.},
    title={How sensitive are average derivatives?},
    journal={Journal of Econometrics},
    year={1993},
    volume={58},
    number={1-2},
    pages={31-48},
    doi={10.1016/0304-4076(93)90112-I},
    note={cited 
    By 41}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-38249003714&doi=10.1016%2f0304-4076%2893%2990112-I&partnerID=40&md5=992691804cdb0c7a156e0a02682e35ce}, document_type={Article}, source={Scopus}, }
  • Estimating the density support and its functionals

    Problemy peredachi informatsii, vol. None, iss. 1, pp. 3-18, 1993.
    By A. P. Korostelev and A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Korostelev1993EstimatingFunctionals,
    author = {A. P. Korostelev and A. B. Tsybakov},
    title = {{Estimating the density support and its functionals}},
    journal = {Problemy Peredachi Informatsii},
    year = {1993},
    volume = {None},
    number = {1},
    pages = {3-18}}
  • Estimating the density support and its functionals

    Problemy peredachi informatsii, , iss. 1, pp. 3-18, 1993.
    By A. P. Korostelev and A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Korostelev19933,
    author={Korostelev, A.P. and Tsybakov, A.B.},
    title={Estimating the density support and its functionals},
    journal={Problemy Peredachi Informatsii},
    year={1993},
    number={1},
    pages={3-18},
    note={cited 
    By 4}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0027347887&partnerID=40&md5=7827a75ff88b43c321abf034e1905037}, document_type={Article}, source={Scopus}, }

1992

  • Nonparametric recurrent estimation in nonlinear ARX-models

    Problemy peredachi informatsii, vol. 29, iss. 4, pp. 24-34, 1992.
    By P. Dukan and A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Dukan1992NonparametricArx-Models,
    author = {P. Dukan and A. B. Tsybakov},
    title = {{Nonparametric recurrent estimation in nonlinear ARX-models}},
    journal = {Problemy Peredachi Informatsii},
    year = {1992},
    volume = {29},
    number = {4},
    pages = {24-34}}
  • Nonparametric recurrent estimation in nonlinear arx-models

    Problemy peredachi informatsii, vol. 29, iss. 4, pp. 24-34, 1992.
    By P. Dukan and A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Dukan199224,
    author={Dukan, P. and Tsybakov, A.B.},
    title={Nonparametric recurrent estimation in nonlinear ARX-models},
    journal={Problemy Peredachi Informatsii},
    year={1992},
    volume={29},
    number={4},
    pages={24-34},
    note={cited 
    By 2}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0026936713&partnerID=40&md5=d3e70681d253bdf6603b3c90c0a5d9bf}, document_type={Article}, source={Scopus}, }
  • Bandwidth choice for average derivative estimation

    Journal of the american statistical association, vol. 87, iss. 417, pp. 218-226, 1992.
    By W. Hardle, J. Hart, J. S. Marron, and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Hardle1992218,
    author={Hardle, W. and Hart, J. and Marron, J.S. and Tsybakov, A.B.},
    title={Bandwidth choice for average derivative estimation},
    journal={Journal of the American Statistical Association},
    year={1992},
    volume={87},
    number={417},
    pages={218-226},
    doi={10.1080/01621459.1992.10475195},
    note={cited 
    By 52}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84864386741&doi=10.1080%2f01621459.1992.10475195&partnerID=40&md5=cafa22e52189064d715f9784f1be79d7}, document_type={Article}, source={Scopus}, }
  • Optimal and robust kernel algorithms for passive stochastic approximation

    Ieee transactions on information theory, vol. 38, iss. 5, pp. 1577-1583, 1992.
    By A. V. Nazin, B. T. Polyak, and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Nazin19921577,
    author={Nazin, A.V. and Polyak, B.T. and Tsybakov, A.B.},
    title={Optimal and Robust Kernel Algorithms for Passive Stochastic Approximation},
    journal={IEEE Transactions on Information Theory},
    year={1992},
    volume={38},
    number={5},
    pages={1577-1583},
    doi={10.1109/18.149511},
    note={cited 
    By 1}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0026916063&doi=10.1109%2f18.149511&partnerID=40&md5=4f0e81393e278cce35464c23c0775fbc}, document_type={Article}, source={Scopus}, }

1991

  • Comment

    Journal of the american statistical association, vol. 86, iss. 414, p. 333, 1991.
    By W. Hardle and A. B. Tsybakov

    [DOI] [Bibtex]

    @ARTICLE{Hardle1991333,
    author={Hardle, W. and Tsybakov, A.B.},
    title={Comment},
    journal={Journal of the American Statistical Association},
    year={1991},
    volume={86},
    number={414},
    pages={333},
    doi={10.1080/01621459.1991.10475037},
    note={cited 
    By 8}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84950437480&doi=10.1080%2f01621459.1991.10475037&partnerID=40&md5=c2874cec30a36e183cc23785b5cf43da}, document_type={Note}, source={Scopus}, }
  • Optimal rates of convergence of estimates in the stochastic problem of computerized tomography

    Problems of information transmission, vol. 27, iss. 1, pp. 73-81, 1991.
    By A. P. Korostelev and A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Korostelev1991OptimalTomography,
    author = {A. P. Korostelev and A. B. Tsybakov},
    title = {{Optimal rates of convergence of estimates in the stochastic problem of computerized tomography}},
    journal = {Problems of information transmission},
    year = {1991},
    volume = {27},
    number = {1},
    pages = {73-81}}
  • Optimal convergence rates of estimates in probabilistic statement of tomography problem

    Problemy peredachi informatsii, vol. 27, iss. 1, pp. 92-103, 1991.
    By A. P. Korostelev and A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Korostelev1991OptimalProblem,
    author = {A. P. Korostelev and A. B. Tsybakov},
    title = {{Optimal convergence rates of estimates in probabilistic statement of tomography problem}},
    journal = {Problemy Peredachi Informatsii},
    year = {1991},
    volume = {27},
    number = {1},
    pages = {92-103}}
  • Optimal rates of convergence of estimates in the stochastic problem of computerized tomography

    Problems of information transmission, vol. 27, iss. 1, pp. 73-81, 1991.
    By A. P. Korostelev and A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Korostelev199173,
    author={Korostelev, A.P. and Tsybakov, A.B.},
    title={Optimal rates of convergence of estimates in the stochastic problem of computerized tomography},
    journal={Problems of information transmission},
    year={1991},
    volume={27},
    number={1},
    pages={73-81},
    note={cited 
    By 9}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0026187782&partnerID=40&md5=6930dfcca4b0a044b66b216a8bb190d8}, document_type={Article}, source={Scopus}, }
  • Optimal convergence rates of estimates in probabilistic statement of tomography problem

    Problemy peredachi informatsii, vol. 27, iss. 1, pp. 92-103, 1991.
    By A. P. Korostelev and A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Korostelev199192,
    author={Korostelev, A.P. and Tsybakov, A.B.},
    title={Optimal convergence rates of estimates in probabilistic statement of tomography problem},
    journal={Problemy Peredachi Informatsii},
    year={1991},
    volume={27},
    number={1},
    pages={92-103},
    note={cited 
    By 1}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0025927221&partnerID=40&md5=c03ed63e25f300ff5b862a56d6380d64}, document_type={Article}, source={Scopus}, }

1990

  • Optimal order of accuracy of search algorithms in stochastic optimization

    Problems of information transmission, vol. 26, iss. 2, pp. 126-133, 1990.
    By B. T. Polyak and A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Polyak1990OptimalOptimization,
    author = {B. T. Polyak and A. B. Tsybakov},
    title = {{Optimal order of accuracy of search algorithms in stochastic optimization}},
    journal = {Problems of information transmission},
    year = {1990},
    volume = {26},
    number = {2},
    pages = {126-133}}
  • Optimal order of accuracy of search algorithms in stochastic optimization

    Problems of information transmission, vol. 26, iss. 2, pp. 126-133, 1990.
    By B. T. Polyak and A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Polyak1990126,
    author={Polyak, B.T. and Tsybakov, A.B.},
    title={Optimal order of accuracy of search algorithms in stochastic optimization},
    journal={Problems of information transmission},
    year={1990},
    volume={26},
    number={2},
    pages={126-133},
    note={cited 
    By 39}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0025496781&partnerID=40&md5=1f8aafc84ab6e7180132522bdd7ce2f1}, document_type={Article}, source={Scopus}, }
  • Locally-polynomial algorithms of passive stochastic approximation

    Problems of control and information theory, vol. 19, iss. 3, pp. 181-195, 1990.
    By A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Tsybakov1990Locally-PolynomialApproximation,
    author = {A. B. Tsybakov},
    title = {{Locally-polynomial algorithms of passive stochastic approximation}},
    journal = {Problems of control and information theory},
    year = {1990},
    volume = {19},
    number = {3},
    pages = {181-195}}
  • Recursive estimation of the mode of a multivariable distribution

    Problems of information transmission, vol. 26, iss. 1, pp. 31-37, 1990.
    By A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Tsybakov1990RecursiveDistribution,
    author = {A. B. Tsybakov},
    title = {{Recursive estimation of the mode of a multivariable distribution}},
    journal = {Problems of information transmission},
    year = {1990},
    volume = {26},
    number = {1},
    pages = {31-37}}
  • Optimal estimation accuracy of nonsmooth images

    Problems of information transmission, vol. 25, iss. 3, pp. 180-191, 1990.
    By A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Tsybakov1990OptimalImages,
    author = {A. B. Tsybakov},
    title = {{Optimal estimation accuracy of nonsmooth images}},
    journal = {Problems of information transmission},
    year = {1990},
    volume = {25},
    number = {3},
    pages = {180-191}}
  • Locally-polynomial algorithms of passive stochastic approximation

    Problems of control and information theory, vol. 19, iss. 3, pp. 181-195, 1990.
    By A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Tsybakov1990181,
    author={Tsybakov, A.B.},
    title={Locally-polynomial algorithms of passive stochastic approximation},
    journal={Problems of control and information theory},
    year={1990},
    volume={19},
    number={3},
    pages={181-195},
    note={cited 
    By 1}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0025539278&partnerID=40&md5=dc9fa96db247a698965cd0a2f1b1c8a0}, document_type={Article}, source={Scopus}, }
  • Recursive estimation of the mode of a multivariable distribution

    Problems of information transmission, vol. 26, iss. 1, pp. 31-37, 1990.
    By A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Tsybakov199031,
    author={Tsybakov, A.B.},
    title={Recursive estimation of the mode of a multivariable distribution},
    journal={Problems of information transmission},
    year={1990},
    volume={26},
    number={1},
    pages={31-37},
    note={cited 
    By 12}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0025461956&partnerID=40&md5=00e09b242bb763ab6e4dc719aa58383d}, document_type={Article}, source={Scopus}, }
  • Optimal estimation accuracy of nonsmooth images

    Problems of information transmission, vol. 25, iss. 3, pp. 180-191, 1990.
    By A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Tsybakov1990180,
    author={Tsybakov, A.B.},
    title={Optimal estimation accuracy of nonsmooth images},
    journal={Problems of information transmission},
    year={1990},
    volume={25},
    number={3},
    pages={180-191},
    note={cited 
    By 5}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0025070591&partnerID=40&md5=a160ce7bc1d50a13c457919e0cdf8191}, document_type={Article}, source={Scopus}, }

1987

  • TRANSMISSION ACCURACY OF A CONTINUOUS SIGNAL WITH BINARY QUANTIZATION.

    Problems of information transmission, vol. 23, iss. 1, pp. 56-65, 1987.
    By A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Tsybakov1987TransmissionQuantization.,
    author = {A. B. Tsybakov},
    title = {{TRANSMISSION ACCURACY OF A CONTINUOUS SIGNAL WITH BINARY QUANTIZATION.}},
    journal = {Problems of information transmission},
    year = {1987},
    volume = {23},
    number = {1},
    pages = {56-65}}
  • Transmission accuracy of a continuous signal with binary quantization.

    Problems of information transmission, vol. 23, iss. 1, pp. 56-65, 1987.
    By A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Tsybakov198756,
    author={Tsybakov, A.B.},
    title={TRANSMISSION ACCURACY OF A CONTINUOUS SIGNAL WITH BINARY QUANTIZATION.},
    journal={Problems of information transmission},
    year={1987},
    volume={23},
    number={1},
    pages={56-65},
    note={cited 
    By 0}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0023254323&partnerID=40&md5=d9d4305221069fab174819ad92dc23ef}, document_type={Article}, source={Scopus}, }

1986

  • ROBUST RECONSTRUCTION OF FUNCTIONS BY THE LOCAL-APPROXIMATION METHOD.

    Problems of information transmission, vol. 22, iss. 2, pp. 133-146, 1986.
    By A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Tsybakov1986RobustMethod.,
    author = {A. B. Tsybakov},
    title = {{ROBUST RECONSTRUCTION OF FUNCTIONS BY THE LOCAL-APPROXIMATION METHOD.}},
    journal = {Problems of information transmission},
    year = {1986},
    volume = {22},
    number = {2},
    pages = {133-146}}
  • Robust reconstruction of functions by the local-approximation method.

    Problems of information transmission, vol. 22, iss. 2, pp. 133-146, 1986.
    By A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Tsybakov1986133,
    author={Tsybakov, A.B.},
    title={ROBUST RECONSTRUCTION OF FUNCTIONS BY THE LOCAL-APPROXIMATION METHOD.},
    journal={Problems of information transmission},
    year={1986},
    volume={22},
    number={2},
    pages={133-146},
    note={cited 
    By 65}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0022692335&partnerID=40&md5=16be5914575bb71c214fd9d01664f1ab}, document_type={Article}, source={Scopus}, }

1985

  • RATE OF CONVERGENCE OF NONPARAMETRIC ESTIMATES OF MAXIMUM-LIKELIHOOD TYPE.

    Problems of information transmission, vol. 21, iss. 4, pp. 258-272, 1985.
    By A. S. Nemirovskii, B. T. Polyak, and A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Nemirovskii1985RateType.,
    author = {A. S. Nemirovskii and B. T. Polyak and A. B. Tsybakov},
    title = {{RATE OF CONVERGENCE OF NONPARAMETRIC ESTIMATES OF MAXIMUM-LIKELIHOOD TYPE.}},
    journal = {Problems of information transmission},
    year = {1985},
    volume = {21},
    number = {4},
    pages = {258-272}}
  • Rate of convergence of nonparametric estimates of maximum-likelihood type.

    Problems of information transmission, vol. 21, iss. 4, pp. 258-272, 1985.
    By A. S. Nemirovskii, B. T. Polyak, and A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Nemirovskii1985258,
    author={Nemirovskii, A.S. and Polyak, B.T. and Tsybakov, A.B.},
    title={RATE OF CONVERGENCE OF NONPARAMETRIC ESTIMATES OF MAXIMUM-LIKELIHOOD TYPE.},
    journal={Problems of information transmission},
    year={1985},
    volume={21},
    number={4},
    pages={258-272},
    note={cited 
    By 37}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0022140746&partnerID=40&md5=ddb36516cebdb345832e70c3830a47ad}, document_type={Article}, source={Scopus}, }

1984

  • SIGNAL PROCESSING BY THE NONPARAMETRIC MAXIMUM-LIKELIHOOD.

    Problems of information transmission, vol. 20, iss. 3, pp. 177-192, 1984.
    By A. S. Nemirovskii, B. T. Polyak, and A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Nemirovskii1984SignalMaximum-Likelihood.,
    author = {A. S. Nemirovskii and B. T. Polyak and A. B. Tsybakov},
    title = {{SIGNAL PROCESSING BY THE NONPARAMETRIC MAXIMUM-LIKELIHOOD.}},
    journal = {Problems of information transmission},
    year = {1984},
    volume = {20},
    number = {3},
    pages = {177-192}}
  • Signal processing by the nonparametric maximum-likelihood.

    Problems of information transmission, vol. 20, iss. 3, pp. 177-192, 1984.
    By A. S. Nemirovskii, B. T. Polyak, and A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Nemirovskii1984177,
    author={Nemirovskii, A.S. and Polyak, B.T. and Tsybakov, A.B.},
    title={SIGNAL PROCESSING BY THE NONPARAMETRIC MAXIMUM-LIKELIHOOD.},
    journal={Problems of information transmission},
    year={1984},
    volume={20},
    number={3},
    pages={177-192},
    note={cited 
    By 4}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0021456084&partnerID=40&md5=1986a169fec158bea730fc817da8805c}, document_type={Article}, source={Scopus}, }

1982

  • ROBUST ESTIMATES OF A FUNCTION.

    Problems of information transmission, vol. 18, iss. 3, pp. 190-121, 1982.
    By A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Tsybakov1982RobustFunction.,
    author = {A. B. Tsybakov},
    title = {{ROBUST ESTIMATES OF A FUNCTION.}},
    journal = {Problems of information transmission},
    year = {1982},
    volume = {18},
    number = {3},
    pages = {190-121}}
  • NONPARAMETRIC SIGNAL ESTIMATION WHEN THERE IS INCOMPLETE INFORMATION ON THE NOISE DISTRIBUTION.

    Problems of information transmission, vol. 82, iss. 2, pp. 116-130, 1982.
    By A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Tsybakov1982NonparametricDistribution.,
    author = {A. B. Tsybakov},
    title = {{NONPARAMETRIC SIGNAL ESTIMATION WHEN THERE IS INCOMPLETE INFORMATION ON THE NOISE DISTRIBUTION.}},
    journal = {Problems of information transmission},
    year = {1982},
    volume = {82},
    number = {2},
    pages = {116-130}}
  • Robust estimates of a function.

    Problems of information transmission, vol. 18, iss. 3, pp. 190-121, 1982.
    By A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Tsybakov1982190,
    author={Tsybakov, A.B.},
    title={ROBUST ESTIMATES OF A FUNCTION.},
    journal={Problems of information transmission},
    year={1982},
    volume={18},
    number={3},
    pages={190-121},
    note={cited 
    By 12}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0020152347&partnerID=40&md5=93ae691483e8c26c16dc0aa59d082499}, document_type={Article}, source={Scopus}, }
  • Nonparametric signal estimation when there is incomplete information on the noise distribution.

    Problems of information transmission, vol. 82, iss. 2, pp. 116-130, 1982.
    By A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Tsybakov1982116,
    author={Tsybakov, A.B.},
    title={NONPARAMETRIC SIGNAL ESTIMATION WHEN THERE IS INCOMPLETE INFORMATION ON THE NOISE DISTRIBUTION.},
    journal={Problems of information transmission},
    year={1982},
    volume={82},
    number={2},
    pages={116-130},
    note={cited 
    By 2}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0020112256&partnerID=40&md5=a8bd94ef9697e919efb1a26e5de07192}, document_type={Article}, source={Scopus}, }

1981

  • ERROR BOUNDS FOR THE METHOD OF MINIMIZATION OF EMPIRICAL RISK.

    Problems of information transmission, vol. 17, iss. 1, pp. 33-42, 1981.
    By A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Tsybakov1981ErrorRisk.,
    author = {A. B. Tsybakov},
    title = {{ERROR BOUNDS FOR THE METHOD OF MINIMIZATION OF EMPIRICAL RISK.}},
    journal = {Problems of information transmission},
    year = {1981},
    volume = {17},
    number = {1},
    pages = {33-42}}
  • Error bounds for the method of minimization of empirical risk.

    Problems of information transmission, vol. 17, iss. 1, pp. 33-42, 1981.
    By A. B. Tsybakov

    [Bibtex]

    @ARTICLE{Tsybakov198133,
    author={Tsybakov, A.B.},
    title={ERROR BOUNDS FOR THE METHOD OF MINIMIZATION OF EMPIRICAL RISK.},
    journal={Problems of information transmission},
    year={1981},
    volume={17},
    number={1},
    pages={33-42},
    note={cited 
    By 0}, url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-0019342752&partnerID=40&md5=f5b55c73fb18db6c2ff2e253288dbac6}, document_type={Article}, source={Scopus}, }