ML Anthology

Clerc, Florence

3 publications

ICML 2023 PAC-Bayesian Generalization Bounds for Adversarial Generative Models Sokhna Diarra Mbacke, Florence Clerc, Pascal Germain
UAI 2023 Sample Boosting Algorithm (SamBA) - An Interpretable Greedy Ensemble Classifier Based on Local Expertise for Fat Data Baptiste Bauvin, Cécile Capponi, Florence Clerc, Pascal Germain, Sokol Koço, Jacques Corbeil
NeurIPS 2023 Statistical Guarantees for Variational Autoencoders Using PAC-Bayesian Theory Sokhna Diarra Mbacke, Florence Clerc, Pascal Germain