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About me
I am a 4th year PhD student at CREST-ENSAE, working under the supervision of Matthieu Lerasle and Jaouad Mourtada.
I am also teaching coordinator at ENSAE for Statistics and Machine Learning courses.
Research interests
My current work is on non-asymptotic logistic regression. I am broadly interested in statistical learning theory, empirical processes and concentration inequalities.
Publications
Finite-sample performance of the maximum likelihood estimator in logistic regression.
Hugo Chardon, Matthieu Lerasle, Jaouad Mourtada.
arXiv paper
Recent talks
Séminaire Parisien de Statistique, Institut Henri Poincaré (Paris Seminar of Statistics)
Finite sample performance of the maximum likelihood estimator in logistic regression, and fast rates for plug-in classification.
Paris, Institut Henri Poincaré, March 2025.
Reviewing service
I have served as a reviewer for The Annals of Statistics.