Fourati, Fares

5 publications

AISTATS 2025 Every Call Is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants Fares Fourati, Salma Kharrat, Vaneet Aggarwal, Mohamed-Slim Alouini

AAAI 2024 Combinatorial Stochastic-Greedy Bandit Fares Fourati, Christopher John Quinn, Mohamed-Slim Alouini, Vaneet Aggarwal

ICML 2024 Federated Combinatorial Multi-Agent Multi-Armed Bandits Fares Fourati, Mohamed-Slim Alouini, Vaneet Aggarwal

ICML 2024 Stochastic Q-Learning for Large Discrete Action Spaces Fares Fourati, Vaneet Aggarwal, Mohamed-Slim Alouini

AISTATS 2023 Randomized Greedy Learning for Non-Monotone Stochastic Submodular Maximization Under Full-Bandit Feedback Fares Fourati, Vaneet Aggarwal, Christopher Quinn, Mohamed-Slim Alouini