Alexandre TSYBAKOV


Alexandre TSYBAKOV
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Estimation of the l_2-norm and testing in sparse linear regression with unknown variance

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Carpentier A,Collier O,Comminges L,Tsybakov AB,Wang Y

Bernoulli, 2022

Estimating the minimizer and the minimum value of a regression function under passive design

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Akhavan A,Gogolashvili D,Tsybakov AB

arXiv [math.ST], 2022

Benign overfitting and adaptive nonparametric regression

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Chhor J,Sigalla S,Tsybakov AB

arXiv [math.ST], 2022

Improved Clustering Algorithms for the Bipartite Stochastic Block Model

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Ndaoud M,Sigalla S,Tsybakov AB

IEEE Transactions on Information Theory, 2022

Adaptive robust estimation in sparse vector model

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Comminges L,Collier O,Ndaoud M,Tsybakov AB

The Annals of Statistics, 2021

Assigning Topics to Documents by Successive Projections

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Klopp O,Panov M,Sigalla S,Tsybakov AB

Assigning Topics to Documents by Successive Projections. 2021, 2021

On estimation of nonsmooth functionals of sparse normal means

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Collier O,Comminges L,Tsybakov AB

Bernoulli, 2020

Optimal variable selection and adaptive noisy compressed sensing

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Ndaoud M,Tsybakov AB

IEEE Transactions on Information Theory, 2020

Statistical Inference for Structured High-dimensional Models

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Juditsky A,Tsybakov AB,Zhang CH

Oberwolfach Reports, 2019

Does data interpolation contradict statistical optimality?

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Belkin M,Rakhlin A,Tsybakov AB

Proceedings of Machine Learning Research, 2019