Baudry, Dorian

16 publications

NeurIPS 2025 Does Stochastic Gradient Really Succeed for Bandits? Dorian Baudry, Emmeran Johnson, Simon Vary, Ciara Pike-Burke, Patrick Rebeschini

NeurIPS 2025 Non-Stationary Bandit Convex Optimization: A Comprehensive Study Xiaoqi Liu, Dorian Baudry, Julian Zimmert, Patrick Rebeschini, Arya Akhavan

NeurIPS 2024 Improved Learning Rates in Multi-Unit Uniform Price Auctions Marius Potfer, Dorian Baudry, Hugo Richard, Vianney Perchet, Cheng Wan

NeurIPS 2024 Lookback Prophet Inequalities Ziyad Benomar, Dorian Baudry, Vianney Perchet

AISTATS 2024 Multi-Armed Bandits with Guaranteed Revenue per Arm Dorian Baudry, Nadav Merlis, Mathieu Benjamin Molina, Hugo Richard, Vianney Perchet

NeurIPS 2024 Optimizing the Coalition Gain in Online Auctions with Greedy Structured Bandits Dorian Baudry, Hugo Richard, Maria Cherifa, Clément Calauzènes, Vianney Perchet

ICMLW 2024 Risk-Aware Bandits for Best Crop Management Dorian Baudry, Romain Gautron

NeurIPS 2024 The Value of Reward Lookahead in Reinforcement Learning Nadav Merlis, Dorian Baudry, Vianney Perchet

ICMLW 2024 The Value of Reward Lookahead in Reinforcement Learning Nadav Merlis, Dorian Baudry, Vianney Perchet

NeurIPS 2023 Fast Asymptotically Optimal Algorithms for Non-Parametric Stochastic Bandits Dorian Baudry, Fabien Pesquerel, Rémy Degenne, Odalric-Ambrym Maillard

AISTATS 2022 Efficient Algorithms for Extreme Bandits Dorian Baudry, Yoan Russac, Emilie Kaufmann

NeurIPS 2022 Top Two Algorithms Revisited Marc Jourdan, Rémy Degenne, Dorian Baudry, Rianne de Heide, Emilie Kaufmann

NeurIPS 2021 From Optimality to Robustness: Adaptive Re-Sampling Strategies in Stochastic Bandits Dorian Baudry, Patrick Saux, Odalric-Ambrym Maillard

ICML 2021 On Limited-Memory Subsampling Strategies for Bandits Dorian Baudry, Yoan Russac, Olivier Cappé

ICML 2021 Optimal Thompson Sampling Strategies for Support-Aware CVaR Bandits Dorian Baudry, Romain Gautron, Emilie Kaufmann, Odalric Maillard

NeurIPS 2020 Sub-Sampling for Efficient Non-Parametric Bandit Exploration Dorian Baudry, Emilie Kaufmann, Odalric-Ambrym Maillard