A Non-asymptotic Approach to Best-Arm Identification for Gaussian Bandits. - Antoine Barrier; Aurélien Garivier; Tomás Kocák (AISTATS, 2022)

On Best-Arm Identification with a Fixed Budget in Non-Parametric Multi-Armed Bandits. - Antoine Barrier; Aurélien Garivier; Gilles Stoltz (ALT, 2023)

Contributions to a Theory of Pure Exploration in Sequential Statistics. (Contributions à une théorie de l'exploration pure en statistique séquentielle). - Antoine Barrier (2023)

MARVEL: MR Fingerprinting with Additional micRoVascular Estimates Using Bidirectional LSTMs. - Antoine Barrier; Thomas Coudert; Aurélien Delphin; Benjamin Lemasson; Thomas Christen (MICCAI (2), 2024)

Dynamic Learning Rate for Deep Reinforcement Learning: A Bandit Approach. - Henrique Donâncio; Antoine Barrier; Leah F. South; Florence Forbes (CoRR, 2024)