Faury, Louis

6 publications

AISTATS 2022 Jointly Efficient and Optimal Algorithms for Logistic Bandits Louis Faury, Marc Abeille, Kwang-Sung Jun, Clement Calauzenes

AISTATS 2021 Instance-Wise Minimax-Optimal Algorithms for Logistic Bandits Marc Abeille, Louis Faury, Clement Calauzenes

AISTATS 2021 Self-Concordant Analysis of Generalized Linear Bandits with Forgetting Yoan Russac, Louis Faury, Olivier Cappé, Aurélien Garivier

ALT 2021 A Technical Note on Non-Stationary Parametric Bandits: Existing Mistakes and Preliminary Solutions Louis Faury, Yoan Russac, Marc Abeille, Clément Calauzènes

AAAI 2020 Distributionally Robust Counterfactual Risk Minimization Louis Faury, Ugo Tanielian, Elvis Dohmatob, Elena Smirnova, Flavian Vasile

ICML 2020 Improved Optimistic Algorithms for Logistic Bandits Louis Faury, Marc Abeille, Clement Calauzenes, Olivier Fercoq