On the Gap Between Restricted Isometry Properties and Sparse Recovery Conditions
Dirksen, Sjoerd, Lecue, Guillaume, Rauhut, Holger
Published in IEEE transactions on information theory (01.08.2018)
Published in IEEE transactions on information theory (01.08.2018)
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Journal Article
Learning from MOM’s principles: Le Cam’s approach
Lecué, Guillaume, Lerasle, Matthieu
Published in Stochastic processes and their applications (01.11.2019)
Published in Stochastic processes and their applications (01.11.2019)
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Journal Article
Robust statistical learning with Lipschitz and convex loss functions
Chinot, Geoffrey, Lecué, Guillaume, Lerasle, Matthieu
Published in Probability theory and related fields (01.04.2020)
Published in Probability theory and related fields (01.04.2020)
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Journal Article
A MOM-based ensemble method for robustness, subsampling and hyperparameter tuning
Kwon, Joon, Lecué, Guillaume, Lerasle, Matthieu
Published in Electronic journal of statistics (01.01.2021)
Published in Electronic journal of statistics (01.01.2021)
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Journal Article
Optimal Oracle Inequality for Aggregation of Classifiers Under Low Noise Condition
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Book Chapter
Conference Proceeding
The logarithmic Sobolev constant of the lamplighter
Abakumov, Evgeny, Beaulieu, Anne, Blanchard, François, Fradelizi, Matthieu, Gozlan, Nathaël, Host, Bernard, Jeantheau, Thiery, Kobylanski, Magdalena, Lecué, Guillaume, Martinez, Miguel, Meyer, Mathieu, Mourgues, Marie-Hélène, Portal, Frédéric, Ribaud, Francis, Roberto, Cyril, Romon, Pascal, Roth, Julien, Samson, Paul-Marie, Vandekerkhove, Pierre, Youssfi, Abdellah
Published in Journal of mathematical analysis and applications (15.03.2013)
Published in Journal of mathematical analysis and applications (15.03.2013)
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Journal Article