Azize, Achraf

6 publications

NeurIPS 2025 Optimal Best Arm Identification Under Differential Privacy Marc Jourdan, Achraf Azize

NeurIPS 2025 Optimal Regret of Bandits Under Differential Privacy Achraf Azize, Yulian Wu, Junya Honda, Francesco Orabona, Shinji Ito, Debabrota Basu

AISTATS 2025 Some Targets Are Harder to Identify than Others: Quantifying the Target-Dependent Membership Leakage Achraf Azize, Debabrota Basu

COLT 2024 Open Problem: What Is the Complexity of Joint Differential Privacy in Linear Contextual Bandits? Achraf Azize, Debabrota Basu

NeurIPS 2023 On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence Achraf Azize, Marc Jourdan, Aymen Al Marjani, Debabrota Basu

NeurIPS 2022 When Privacy Meets Partial Information: A Refined Analysis of Differentially Private Bandits Achraf Azize, Debabrota Basu