Degenne, Rémy

21 publications

AISTATS 2025 Best-Arm Identification in Unimodal Bandits Riccardo Poiani, Marc Jourdan, Emilie Kaufmann, Rémy Degenne

ICML 2025 The Batch Complexity of Bandit Pure Exploration Adrienne Tuynman, Rémy Degenne

NeurIPS 2024 Finding Good Policies in Average-Reward Markov Decision Processes Without Prior Knowledge Adrienne Tuynman, Rémy Degenne, Emilie Kaufmann

NeurIPS 2024 Optimal Multi-Fidelity Best-Arm Identification Riccardo Poiani, Rémy Degenne, Emilie Kaufmann, Alberto Maria Metelli, Marcello Restelli

NeurIPS 2023 An $\varepsilon$-Best-Arm Identification Algorithm for Fixed-Confidence and Beyond Marc Jourdan, Rémy Degenne, Emilie Kaufmann

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

NeurIPS 2023 Non-Asymptotic Analysis of a UCB-Based Top Two Algorithm Marc Jourdan, Rémy Degenne

COLT 2023 On the Existence of a Complexity in Fixed Budget Bandit Identification Rémy Degenne

ICML 2022 Choosing Answers in Epsilon-Best-Answer Identification for Linear Bandits Marc Jourdan, Rémy Degenne

NeurIPS 2022 On Elimination Strategies for Bandit Fixed-Confidence Identification Andrea Tirinzoni, Rémy Degenne

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

NeurIPS 2021 Dealing with Misspecification in Fixed-Confidence Linear Top-M Identification Clémence Réda, Andrea Tirinzoni, Rémy Degenne

NeurIPS 2021 Online Sign Identification: Minimization of the Number of Errors in Thresholding Bandits Reda Ouhamma, Rémy Degenne, Pierre Gaillard, Vianney Perchet

ICML 2020 Gamification of Pure Exploration for Linear Bandits Rémy Degenne, Pierre Menard, Xuedong Shang, Michal Valko

ICML 2020 Structure Adaptive Algorithms for Stochastic Bandits Rémy Degenne, Han Shao, Wouter Koolen

AISTATS 2019 Bridging the Gap Between Regret Minimization and Best Arm Identification, with Application to A/B Tests Rémy Degenne, Thomas Nedelec, Clement Calauzenes, Vianney Perchet

NeurIPS 2019 Non-Asymptotic Pure Exploration by Solving Games Rémy Degenne, Wouter M. Koolen, Pierre Ménard

NeurIPS 2019 Pure Exploration with Multiple Correct Answers Rémy Degenne, Wouter M. Koolen

UAI 2018 Bandits with Side Observations: Bounded vs. Logarithmic Regret Rémy Degenne, Evrard Garcelon, Vianney Perchet

ICML 2016 Anytime Optimal Algorithms in Stochastic Multi-Armed Bandits Rémy Degenne, Vianney Perchet

NeurIPS 2016 Combinatorial Semi-Bandit with Known Covariance Rémy Degenne, Vianney Perchet