Achraf Azize
5 papers · 2022–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(4)
Security & Privacy
(3)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Privacy
(3)
Artificial Intelligence
(2)
Core AI
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Differential Privacy
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Keywords
differential privacy
(4)
regret bound
(3)
best arm identification
(2)
sample complexity
(2)
multi-armed bandit
(1)
contextual bandit
(1)
stochastic bandit
(1)
privacy-utility trade-off
(1)
joint differential privacy
(1)
recommendation system
(1)
privacy budget
(1)
recommender system
(1)
linear contextual bandit
(1)
likelihood ratio test
(1)
membership inference attack
(1)
privacy defense
(1)
federated learning
(1)
top two algorithm
(1)
privacy-preserving learning
(1)
mahalanobis distance
(1)
Papers
Differentially Private Best-Arm Identification
JMLR 2026
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
NeurIPS 2023
When Privacy Meets Partial Information: A Refined Analysis of Differentially Private Bandits
NeurIPS 2022