Achraf Azize

4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) ❓ The Questioner

Conferences

NIPS (2) AISTATS (1) COLT (1)

Top co-authors

Debabrota Basu (4) Marc Jourdan (1) Aymen Al Marjani (1)

Keywords

regret bound (3) differential privacy (3) privacy-preserving learning (1) multi-armed bandit (1) contextual bandit (1) stochastic bandit (1) recommendation system (1) privacy budget (1) best-arm identification (1) sample complexity (1)

Papers

Some Targets Are Harder to Identify than Others: Quantifying the Target-dependent Membership Leakage AISTATS 2025

Open Problem: What is the Complexity of Joint Differential Privacy in Linear Contextual Bandits? COLT 2024

On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence NIPS 2023

When Privacy Meets Partial Information: A Refined Analysis of Differentially Private Bandits NIPS 2022