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Gabriele Farina

21 papers at tracked venues · 17 at CORE A* · active 2024–2026

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Venues

NeurIPS ×9ICLR ×5COLT ×3AAAI ×2ICML ×1NAACL ×1

Frequent coauthors

Ioannis Anagnostides
×4
Tuomas Sandholm
×4
Christian Kroer
×4
Haipeng Luo
×3
Zhiyuan Fan
×3
Brian Hu Zhang
×3
Mingyang Liu
×2
Asuman Ozdaglar
×2
Ioannis Panageas
×2
Arnab Maiti
×2
Kevin G. Jamieson
×2
Lillian J. Ratliff
×2

Papers

  1. Defensive Generation
    COLT 2026 · Gabriele Farina,
    Juan Carlos Perdomo
  2. Swap Regret Minimization Through Response-Based Approachability
    COLT 2026 ·
    Ioannis Anagnostides
    , Gabriele Farina,
    Maxwell Fishelson
    ,
    Haipeng Luo
    ,
    Jon Schneider
  3. A Policy-Gradient Approach to Solving Imperfect-Information Games with Best-Iterate Convergence
    ICLR 2025 ·
    Mingyang Liu
    , Gabriele Farina,
    Asuman E. Ozdaglar
  4. Efficient Kernelized Learning in Polyhedral Games beyond Full Information: From Colonel Blotto to Congestion Games
    NeurIPS 2025 ·
    Andreas Kontogiannis
    ,
    Vasilis Pollatos
    , Gabriele Farina,
    Panayotis Mertikopoulos
    ,
    Ioannis Panageas
  5. Efficient Near-Optimal Algorithm for Online Shortest Paths in Directed Acyclic Graphs with Bandit Feedback Against Adaptive Adversaries
    COLT 2025 ·
    Arnab Maiti
    ,
    Zhiyuan Fan
    ,
    Kevin Jamieson
    ,
    Lillian J. Ratliff
    , Gabriele Farina
  6. Expected Variational Inequalities
    ICML 2025 ·
    Brian Hu Zhang
    ,
    Ioannis Anagnostides
    ,
    Emanuel Tewolde
    ,
    Ratip Emin Berker
    , Gabriele Farina,
    Vincent Conitzer
    ,
    Tuomas Sandholm
  7. Last-Iterate Convergence Properties of Regret-Matching Algorithms in Games
    ICLR 2025 ·
    Yang Cai
    , Gabriele Farina,
    Julien Grand-Clément
    ,
    Christian Kroer
    ,
    Chung-Wei Lee
    ,
    Haipeng Luo
    ,
    Weiqiang Zheng
  8. On the Universal Near Optimality of Hedge in Combinatorial Settings
    NeurIPS 2025 ·
    Zhiyuan Fan
    ,
    Arnab Maiti
    ,
    Lillian J. Ratliff
    ,
    Kevin G. Jamieson
    , Gabriele Farina
  9. Policy Gradient Methods Converge Globally in Imperfect-Information Extensive-Form Games
    NeurIPS 2025 ·
    Fivos Kalogiannis
    , Gabriele Farina
  10. The Complexity of Correlated Equilibria in Generalized Games
    NeurIPS 2025 ·
    Martino Bernasconi
    ,
    Matteo Castiglioni
    ,
    Andrea Celli
    , Gabriele Farina
  11. UFT: Unifying Supervised and Reinforcement Fine-Tuning
    NeurIPS 2025 ·
    Mingyang Liu
    , Gabriele Farina,
    Asuman Ozdaglar
  12. Efficient $\Phi$-Regret Minimization with Low-Degree Swap Deviations in Extensive-Form Games
    NeurIPS 2024 ·
    Brian Hu Zhang
    ,
    Ioannis Anagnostides
    , Gabriele Farina,
    Tuomas Sandholm
  13. Efficient Learning in Polyhedral Games via Best-Response Oracles
    AAAI 2024 ·
    Darshan Chakrabarti
    , Gabriele Farina,
    Christian Kroer
  14. Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms
    NeurIPS 2024 ·
    Yang Cai
    , Gabriele Farina,
    Julien Grand-Clément
    ,
    Christian Kroer
    ,
    Chung-Wei Lee
    ,
    Haipeng Luo
    ,
    Weiqiang Zheng
  15. Mediator Interpretation and Faster Learning Algorithms for Linear Correlated Equilibria in General Sequential Games
    ICLR 2024 ·
    Brian Hu Zhang
    , Gabriele Farina,
    Tuomas Sandholm
  16. On the Optimality of Dilated Entropy and Lower Bounds for Online Learning in Extensive-Form Games
    NeurIPS 2024 ·
    Zhiyuan Fan
    ,
    Christian Kroer
    , Gabriele Farina
  17. Optimistic Policy Gradient in Multi-Player Markov Games with a Single Controller: Convergence beyond the Minty Property
    AAAI 2024 ·
    Ioannis Anagnostides
    ,
    Ioannis Panageas
    , Gabriele Farina,
    Tuomas Sandholm
  18. Polynomial-Time Computation of Exact $\Phi$-Equilibria in Polyhedral Games
    NeurIPS 2024 · Gabriele Farina,
    Charilaos Pipis
  19. Regularized Conventions: Equilibrium Computation as a Model of Pragmatic Reasoning
    NAACL 2024 ·
    Athul Paul Jacob
    , Gabriele Farina,
    Jacob Andreas
  20. The Consensus Game: Language Model Generation via Equilibrium Search
    ICLR 2024 ·
    Athul Paul Jacob
    ,
    Yikang Shen
    , Gabriele Farina,
    Jacob Andreas
  21. The Update-Equivalence Framework for Decision-Time Planning
    ICLR 2024 ·
    Samuel Sokota
    , Gabriele Farina,
    David J. Wu
    ,
    Hengyuan Hu
    ,
    Kevin A. Wang
    ,
    J. Zico Kolter
    ,
    Noam Brown