Bandit Algorithms Based on Thompson Sampling for Bounded Reward Distributions. - Charles Riou; Junya Honda (ALT, 2020)

Bayes meets Bernstein at the Meta Level: an Analysis of Fast Rates in Meta-Learning with PAC-Bayes. - Charles Riou; Pierre Alquier; Badr-Eddine Chérief-Abdellatif (CoRR, 2023)

The Survival Bandit Problem. - Charles Riou; Junya Honda; Masashi Sugiyama (Trans. Mach. Learn. Res., 2024)