Matthieu LERASLE


Matthieu LERASLE
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Associate Professor
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2020

  • Correction to: robust classification via mom minimization (machine learning, (2020), 109, 8, (1635-1665), 10.1007/s10994-019-05863-6)

    Machine learning, vol. 109, iss. 8, p. 1667, 2020.
    By G. Lecue, M. Lerasle, and T. Mathieu

    [DOI] [Bibtex]

    @article{Lecue20201667,
    author={Lecue, G. and Lerasle, M. and Mathieu, T.},
    title={Correction to: Robust classification via MOM minimization (Machine Learning, (2020), 109, 8, (1635-1665), 10.1007/s10994-019-05863-6)},
    journal={Machine Learning},
    year={2020},
    volume={109},
    number={8},
    pages={1667},
    doi={10.1007/s10994-020-05885-5},
    url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85086040466&doi=10.1007%2fs10994-020-05885-5&partnerID=40&md5=58f7c72df183dc7f334d256c519d6724},
    publisher={Springer},
    }
  • Robust classification via mom minimization

    Machine learning, vol. 109, iss. 8, pp. 1635-1665, 2020.
    By G. Lecue, M. Lerasle, and T. Mathieu

    [DOI] [Bibtex]

    @article{Lecue20201635,
    author={Lecue, G. and Lerasle, M. and Mathieu, T.},
    title={Robust classification via MOM minimization},
    journal={Machine Learning},
    year={2020},
    volume={109},
    number={8},
    pages={1635-1665},
    doi={10.1007/s10994-019-05863-6},
    url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85084219419&doi=10.1007%2fs10994-019-05863-6&partnerID=40&md5=1937702a4df26d81545bbe6a650df72f},
    publisher={Springer},
    }

2019

  • Learning from mom's principles: le cam's approach

    Stochastic processes and their applications, vol. 129, iss. 11, pp. 4385-4410, 2019.
    By G. Lecue and M. Lerasle

    [DOI] [Bibtex]

    @article{Lecue20194385,
    author={Lecue, G. and Lerasle, M.},
    title={Learning from MOM's principles: Le Cam's approach},
    journal={Stochastic Processes and their Applications},
    year={2019},
    volume={129},
    number={11},
    pages={4385-4410},
    doi={10.1016/j.spa.2018.11.024},
    url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85059237150&doi=10.1016%2fj.spa.2018.11.024&partnerID=40&md5=d3fc3930ab4e9abac6100f094c35aa12},
    publisher={Elsevier B.V.},
    }

2012

  • Kernels based tests with non-asymptotic bootstrap approaches for two-sample problems

    Journal of machine learning research, vol. 23, p. 23.1-23.22, 2012.
    By M. Fromont, B. Laurent, M. Lerasle, and P. Reynaud-Bouret

    [Bibtex]

    @article{Fromont2012,
    author={Fromont, M. and Laurent, B. and Lerasle, M. and Reynaud-Bouret, P.},
    title={Kernels based tests with non-asymptotic bootstrap approaches for two-sample problems},
    journal={Journal of Machine Learning Research},
    year={2012},
    volume={23},
    pages={23.1-23.22},
    url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84898473605&partnerID=40&md5=7ff9ddf9ee403f11627633c85fa14862},
    publisher={Microtome Publishing},
    }