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Fares Fourati

7 papers at tracked venues · 4 at CORE A* · active 2024–2026

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Venues

AAAI ×2ICML ×2AISTATS ×1ECAI ×1EMNLP ×1

Frequent coauthors

Mohamed-Slim Alouini
×6
Vaneet Aggarwal
×6
Salma Kharrat
×3
Marco Canini
×2
Christopher John Quinn
×1

Papers

  1. ECPv2: Fast, Efficient, and Scalable Global Optimization of Lipschitz Functions
    AAAI 2026 · Fares Fourati,
    Mohamed-Slim Alouini
    ,
    Vaneet Aggarwal
  2. ACING: Actor-Critic for Instruction Learning in Black-Box LLMs
    EMNLP 2025 ·
    Salma Kharrat
    , Fares Fourati,
    Marco Canini
  3. Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants
    AISTATS 2025 · Fares Fourati,
    Salma Kharrat
    ,
    Vaneet Aggarwal
    ,
    Mohamed-Slim Alouini
  4. Combinatorial Stochastic-Greedy Bandit
    AAAI 2024 · Fares Fourati,
    Christopher John Quinn
    ,
    Mohamed-Slim Alouini
    ,
    Vaneet Aggarwal
  5. Federated Combinatorial Multi-Agent Multi-Armed Bandits
    ICML 2024 · Fares Fourati,
    Mohamed-Slim Alouini
    ,
    Vaneet Aggarwal
  6. FilFL: Client Filtering for Optimized Client Participation in Federated Learning
    ECAI 2024 · Fares Fourati,
    Salma Kharrat
    ,
    Vaneet Aggarwal
    ,
    Mohamed-Slim Alouini
    ,
    Marco Canini
  7. Stochastic Q-learning for Large Discrete Action Spaces
    ICML 2024 · Fares Fourati,
    Vaneet Aggarwal
    ,
    Mohamed-Slim Alouini