Achraf Azize

15 papers A* 3A 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Optimal Best Arm Identification under Differential Privacy.
CoRR
Marc Jourdan, Achraf Azize
2025 J jnl
Optimal Regret of Bernoulli Bandits under Global Differential Privacy.
CoRR
Achraf Azize, Yulian Wu, Junya Honda, Francesco Orabona, Shinji Ito, Debabrota Basu
2025 A conf
Some Targets Are Harder to Identify than Others: Quantifying the Target-dependent Membership Leakage.
AISTATS
Achraf Azize, Debabrota Basu
2024 — conf
Concentrated Differential Privacy for Bandits.
SaTML
Achraf Azize, Debabrota Basu
2024 J jnl
Differentially Private Best-Arm Identification.
CoRR
Achraf Azize, Marc Jourdan, Aymen Al Marjani, Debabrota Basu
2024 J jnl
How Much Does Each Datapoint Leak Your Privacy? Quantifying the Per-datum Membership Leakage.
CoRR
Achraf Azize, Debabrota Basu
2024 A* conf
Open Problem: What is the Complexity of Joint Differential Privacy in Linear Contextual Bandits?
COLT
Achraf Azize, Debabrota Basu
2024 — —
Privacy-Utility Trade-offs in Sequential Decision-Making under Uncertainty. (Compromis entre confidentialité et utilité dans la prise de décision séquentielle dans l'incertain).
Achraf Azize
2023 J jnl
Conservative Exploration for Policy Optimization via Off-Policy Policy Evaluation.
CoRR
Paul Daoudi, Mathias Formoso, Othman Gaizi, Achraf Azize, Evrard Garcelon
2023 J jnl
Interactive and Concentrated Differential Privacy for Bandits.
CoRR
Achraf Azize, Debabrota Basu
2023 A* conf
On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence.
NeurIPS
Achraf Azize, Marc Jourdan, Aymen Al Marjani, Debabrota Basu
2023 J jnl
On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence.
CoRR
Achraf Azize, Marc Jourdan, Aymen Al Marjani, Debabrota Basu
2022 A* conf
When Privacy Meets Partial Information: A Refined Analysis of Differentially Private Bandits.
NeurIPS
Achraf Azize, Debabrota Basu
2022 J jnl
When Privacy Meets Partial Information: A Refined Analysis of Differentially Private Bandits.
CoRR
Achraf Azize, Debabrota Basu
2021 J jnl
Conservative Optimistic Policy Optimization via Multiple Importance Sampling.
CoRR
Achraf Azize, Othman Gaizi