Fares Fourati

7 papers · 2023–2026 · 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 (20)

Venues

AAAI (2) AISTATS (2) ICML (2) EMNLP (1)

Top co-authors

Vaneet Aggarwal (6) Mohamed-Slim Alouini (6) Salma Kharrat (2) Christopher John Quinn (1) Christopher Quinn (1) Marco Canini (1)

Research topics

Machine Learning (6) Mathematics & Optimization (5) Optimization (5) Optimization & Theory (5) Learning Types (3) Reinforcement Learning (2) Methods (2) Artificial Intelligence (1) Core AI (1) Mathematics (1)

Keywords

regret bound (4) stochastic optimization (2) global optimization (2) multi-armed bandit (2) black-box optimization (1) prompt engineering (1) federated learning (1) convergence (1) reinforcement learning (1) stochastic reward (1) action selection (1) bandits (1) submodular maximization (1) regret (1) greedy algorithm (1) random projection (1) chain-of-thought reasoning (1) combinatorial optimization (1) black-box function (1) submodular optimization (1)

Papers

ECPv2: Fast, Efficient, and Scalable Global Optimization of Lipschitz Functions AAAI 2026 ACING: Actor-Critic for Instruction Learning in Black-Box LLMs EMNLP 2025 Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants AISTATS 2025 Combinatorial Stochastic-Greedy Bandit AAAI 2024 Federated Combinatorial Multi-Agent Multi-Armed Bandits ICML 2024 Stochastic Q-learning for Large Discrete Action Spaces ICML 2024 Randomized Greedy Learning for Non-monotone Stochastic Submodular Maximization Under Full-bandit Feedback AISTATS 2023