Pierre Gaillard

Minimax Adaptive Online Nonparametric Regression over Besov spaces

Finally Rank-Breaking Conquers MNL Bandits: Optimal and Efficient Algorithms for MNL Assortment

Online Episodic Convex Reinforcement Learning

Towards Efficient and Optimal Covariance-Adaptive Algorithms for Combinatorial Semi-Bandits

MetaCURL: Non-stationary Concave Utility Reinforcement Learning

Optimal, Efficient and Practical Algorithms for Assortment Optimization