Guillaume LECUE


Guillaume LECUE
CREST Permanent Member
Associate Professor
Statistics
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Optimal robust mean and location estimation via convex programs with respect to any pseudo-norms

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Depersin J,Lecue G

Probability Theory and Related Fields, 2022

Correction to: Robust classification via MOM minimization

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Lecue G,Lerasle M,Mathieu T

Machine Learning, 2020

Robust classification via MOM minimization

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Lecue G,Lerasle M,Mathieu T

Machine Learning, 2020

Learning from MOM's principles: Le Cam's approach

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Lecue G,Lerasle M

Stochastic Processes and their Applications, 2019

MONK - Outlier-robust mean embedding estimation by median-of-means

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Lerasle M,Szabó Z,Mathieu T,Lecue G

36th International Conference on Machine Learning, ICML 2019Volume 2019-June, Pages 6717 - 67282019 36th International Conference on Machine Learning, ICML 2019Long Beach9 June 2019through 15 June 2019, 2019