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Gabriele Farina

Cautious Optimism: A Meta-Algorithm for Near-Constant Regret in General Games

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Jun 05, 2025
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UFT: Unifying Supervised and Reinforcement Fine-Tuning

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May 22, 2025
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A Polynomial-Time Algorithm for Variational Inequalities under the Minty Condition

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Apr 04, 2025
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Efficient Near-Optimal Algorithm for Online Shortest Paths in Directed Acyclic Graphs with Bandit Feedback Against Adaptive Adversaries

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Apr 01, 2025
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Faster Rates for No-Regret Learning in General Games via Cautious Optimism

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Mar 31, 2025
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Differentially Private Equilibrium Finding in Polymatrix Games

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Mar 12, 2025
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On Separation Between Best-Iterate, Random-Iterate, and Last-Iterate Convergence of Learning in Games

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Mar 04, 2025
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Expected Variational Inequalities

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Feb 25, 2025
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Learning and Computation of $Φ$-Equilibria at the Frontier of Tractability

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Feb 25, 2025
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Reevaluating Policy Gradient Methods for Imperfect-Information Games

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Feb 13, 2025
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