Houssam Zenati
6 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (10)
🗺️
Taxonomy Completionist
(14)
Conferences
AISTATS (2)
ICML (2)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
regret bound
(4)
online learning
(2)
multi-armed bandit
(2)
policy optimization
(1)
covariance estimation
(1)
computational efficiency
(1)
covariance matrix
(1)
excess risk
(1)
bandit feedback
(1)
offline learning
(1)
thompson sampling
(1)
nyström approximation
(1)
nystrom approximation
(1)
contextual bandit
(1)
combinatorial semi-bandit
(1)
optimistic algorithm
(1)
online estimation
(1)
offline optimization
(1)
adversarial bandit
(1)
kernelized ucb
(1)
Papers
Double Debiased Machine Learning for Mediation Analysis with Continuous Treatments
AISTATS 2025
Towards Efficient and Optimal Covariance-Adaptive Algorithms for Combinatorial Semi-Bandits
NIPS 2024
Sequential Counterfactual Risk Minimization
ICML 2023
Efficient Kernelized UCB for Contextual Bandits
AISTATS 2022
Nested Bandits
ICML 2022
Optimistic mirror descent in saddle-point problems: Going the extra (gradient) mile
ICLR 2019