Gabriele Farina

170 papers A* 70C 1Journal 94Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Defensive Generation. CoRR Gabriele Farina, Juan Carlos Perdomo
2026	J	`jnl`	Efficient representations for team and imperfect-recall equilibrium computation. Artif. Intell. Luca Carminati, Brian Hu Zhang, Federico Cacciamani, Junkang Li, Gabriele Farina, Nicola Gatti, Tuomas Sandholm
2026	J	`jnl`	Online Learning and Equilibrium Computation with Ranking Feedback. CoRR Mingyang Liu, Yongshan Chen, Zhiyuan Fan, Gabriele Farina, Asuman Ozdaglar, Kaiqing Zhang
2026	J	`jnl`	Optimal Correlated Equilibria in General-Sum Extensive-Form Games: Fixed-Parameter Algorithms, Hardness, and Two-Sided Column-Generation. Math. Oper. Res. Brian Hu Zhang, Gabriele Farina, Andrea Celli, Tuomas Sandholm
2026	J	`jnl`	Swap Regret Minimization Through Response-Based Approachability. CoRR Ioannis Anagnostides, Gabriele Farina, Maxwell Fishelson, Haipeng Luo, Jon Schneider
2026	J	`jnl`	The Stability of Online Algorithms in Performative Prediction. CoRR Gabriele Farina, Juan Carlos Perdomo
2025	A*	`conf`	A Policy-Gradient Approach to Solving Imperfect-Information Games with Best-Iterate Convergence. ICLR Mingyang Liu, Gabriele Farina, Asuman E. Ozdaglar
2025	J	`jnl`	A Polynomial-Time Algorithm for Variational Inequalities under the Minty Condition. CoRR Ioannis Anagnostides, Gabriele Farina, Tuomas Sandholm, Brian Hu Zhang
2025	J	`jnl`	A simple method for the enhancement of river bathymetry in LiDAR DEM. Environ. Model. Softw. Gabriele Farina, Marco Pilotti, Luca Milanesi, Giulia Valerio
2025	J	`jnl`	Better Regularization for Sequential Decision Spaces: Fast Convergence Rates for Nash, Correlated, and Team Equilibria. Oper. Res. Gabriele Farina, Christian Kroer, Tuomas Sandholm
2025	A*	`conf`	Cautious Optimism: A Meta-Algorithm for Near-Constant Regret in General Games. EC Ashkan Soleymani, Georgios Piliouras, Gabriele Farina
2025	J	`jnl`	Cautious Optimism: A Meta-Algorithm for Near-Constant Regret in General Games. CoRR Ashkan Soleymani, Georgios Piliouras, Gabriele Farina
2025	J	`jnl`	Differentially Private Equilibrium Finding in Polymatrix Games. CoRR Mingyang Liu, Gabriele Farina, Asuman E. Ozdaglar
2025	J	`jnl`	Efficient Kernelized Learning in Polyhedral Games Beyond Full-Information: From Colonel Blotto to Congestion Games. CoRR Andreas Kontogiannis, Vasilis Pollatos, Gabriele Farina, Panayotis Mertikopoulos, Ioannis Panageas
2025	A*	`conf`	Efficient Learning and Computation of Linear Correlated Equilibrium in General Convex Games. STOC Constantinos Daskalakis, Gabriele Farina, Maxwell Fishelson, Charilaos Pipis, Jon Schneider
2025	A*	`conf`	Efficient Near-Optimal Algorithm for Online Shortest Paths in Directed Acyclic Graphs with Bandit Feedback Against Adaptive Adversaries. COLT Arnab Maiti, Zhiyuan Fan, Kevin Jamieson, Lillian J. Ratliff, Gabriele Farina
2025	J	`jnl`	Efficient Near-Optimal Algorithm for Online Shortest Paths in Directed Acyclic Graphs with Bandit Feedback Against Adaptive Adversaries. CoRR Arnab Maiti, Zhiyuan Fan, Kevin Jamieson, Lillian J. Ratliff, Gabriele Farina
2025	A*	`conf`	Expected Variational Inequalities. ICML Brian Hu Zhang, Ioannis Anagnostides, Emanuel Tewolde, Ratip Emin Berker, Gabriele Farina, Vincent Conitzer, Tuomas Sandholm
2025	J	`jnl`	Expected Variational Inequalities. CoRR Brian Hu Zhang, Ioannis Anagnostides, Emanuel Tewolde, Ratip Emin Berker, Gabriele Farina, Vincent Conitzer, Tuomas Sandholm
2025	A*	`conf`	Faster Rates for No-Regret Learning in General Games via Cautious Optimism. STOC Ashkan Soleymani, Georgios Piliouras, Gabriele Farina
2025	J	`jnl`	Faster Rates for No-Regret Learning in General Games via Cautious Optimism. CoRR Ashkan Soleymani, Georgios Piliouras, Gabriele Farina
2025	A*	`conf`	Last-Iterate Convergence Properties of Regret-Matching Algorithms in Games. ICLR Yang Cai, Gabriele Farina, Julien Grand-Clément, Christian Kroer, Chung-wei Lee, Haipeng Luo, Weiqiang Zheng
2025	J	`jnl`	Learning Correlated Reward Models: Statistical Barriers and Opportunities. CoRR Yeshwanth Cherapanamjeri, Constantinos Daskalakis, Gabriele Farina, Sobhan Mohammadpour
2025	A*	`conf`	Learning and Computation of Φ-Equilibria at the Frontier of Tractability. EC Brian Hu Zhang, Ioannis Anagnostides, Emanuel Tewolde, Ratip Emin Berker, Gabriele Farina, Vincent Conitzer, Tuomas Sandholm
2025	J	`jnl`	Learning and Computation of Φ-Equilibria at the Frontier of Tractability. CoRR Brian Hu Zhang, Ioannis Anagnostides, Emanuel Tewolde, Ratip Emin Berker, Gabriele Farina, Vincent Conitzer, Tuomas Sandholm
2025	J	`jnl`	On Separation Between Best-Iterate, Random-Iterate, and Last-Iterate Convergence of Learning in Games. CoRR Yang Cai, Gabriele Farina, Julien Grand-Clément, Christian Kroer, Chung-wei Lee, Haipeng Luo, Weiqiang Zheng
2025	J	`jnl`	On the Universal Near Optimality of Hedge in Combinatorial Settings. CoRR Zhiyuan Fan, Arnab Maiti, Kevin Jamieson, Lillian J. Ratliff, Gabriele Farina
2025	J	`jnl`	Reevaluating Policy Gradient Methods for Imperfect-Information Games. CoRR Max Rudolph, Nathan Lichtle, Sobhan Mohammadpour, Alexandre M. Bayen, J. Zico Kolter, Amy Zhang, Gabriele Farina, Eugene Vinitsky, Samuel Sokota
2025	J	`jnl`	Superhuman AI for Stratego Using Self-Play Reinforcement Learning and Test-Time Search. CoRR Samuel Sokota, Eugene Vinitsky, Hengyuan Hu, J. Zico Kolter, Gabriele Farina
2025	J	`jnl`	The Complexity of Correlated Equilibria in Generalized Games. CoRR Martino Bernasconi, Matteo Castiglioni, Andrea Celli, Gabriele Farina
2025	J	`jnl`	UFT: Unifying Supervised and Reinforcement Fine-Tuning. CoRR Mingyang Liu, Gabriele Farina, Asuman E. Ozdaglar
2024	J	`jnl`	A Lower Bound on Swap Regret in Extensive-Form Games. CoRR Constantinos Daskalakis, Gabriele Farina, Noah Golowich, Tuomas Sandholm, Brian Hu Zhang
2024	J	`jnl`	A Policy-Gradient Approach to Solving Imperfect-Information Games with Iterate Convergence. CoRR Mingyang Liu, Gabriele Farina, Asuman E. Ozdaglar
2024	—	`conf`	Contested Logistics: A Game-Theoretic Approach. GameSec Jakub Cerný, Chun Kai Ling, Darshan Chakrabarti, Jingwen Zhang, Gabriele Farina, Christian Kroer, Garud Iyengar
2024	J	`jnl`	Contested Logistics: A Game-Theoretic Approach. CoRR Jakub Cerný, Chun Kai Ling, Darshan Chakrabarti, Jingwen Zhang, Gabriele Farina, Christian Kroer, Garud Iyengar
2024	A*	`conf`	Efficient $\Phi$-Regret Minimization with Low-Degree Swap Deviations in Extensive-Form Games. NeurIPS Brian Hu Zhang, Ioannis Anagnostides, Gabriele Farina, Tuomas Sandholm
2024	J	`jnl`	Efficient Learning and Computation of Linear Correlated Equilibrium in General Convex Games. CoRR Constantinos Daskalakis, Gabriele Farina, Maxwell Fishelson, Charilaos Pipis, Jon Schneider
2024	A*	`conf`	Efficient Learning in Polyhedral Games via Best-Response Oracles. AAAI Darshan Chakrabarti, Gabriele Farina, Christian Kroer
2024	J	`jnl`	Efficient Φ-Regret Minimization with Low-Degree Swap Deviations in Extensive-Form Games. CoRR Brian Hu Zhang, Ioannis Anagnostides, Gabriele Farina, Tuomas Sandholm
2024	A*	`conf`	Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms. NeurIPS Yang Cai, Gabriele Farina, Julien Grand-Clément, Christian Kroer, Chung-wei Lee, Haipeng Luo, Weiqiang Zheng
2024	J	`jnl`	Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms. CoRR Yang Cai, Gabriele Farina, Julien Grand-Clément, Christian Kroer, Chung-wei Lee, Haipeng Luo, Weiqiang Zheng
2024	A*	`conf`	Hidden-Role Games: Equilibrium Concepts and Computation. EC Luca Carminati, Brian Hu Zhang, Gabriele Farina, Nicola Gatti, Tuomas Sandholm
2024	J	`jnl`	LiteEFG: An Efficient Python Library for Solving Extensive-form Games. CoRR Mingyang Liu, Gabriele Farina, Asuman E. Ozdaglar
2024	A*	`conf`	Mediator Interpretation and Faster Learning Algorithms for Linear Correlated Equilibria in General Sequential Games. ICLR Brian Hu Zhang, Gabriele Farina, Tuomas Sandholm
2024	A*	`conf`	On the Optimality of Dilated Entropy and Lower Bounds for Online Learning in Extensive-Form Games. NeurIPS Zhiyuan Fan, Christian Kroer, Gabriele Farina
2024	J	`jnl`	On the Optimality of Dilated Entropy and Lower Bounds for Online Learning in Extensive-Form Games. CoRR Zhiyuan Fan, Christian Kroer, Gabriele Farina
2024	J	`jnl`	On the Role of Constraints in the Complexity of Min-Max Optimization. CoRR Martino Bernasconi, Matteo Castiglioni, Andrea Celli, Gabriele Farina
2024	A*	`conf`	Optimistic Policy Gradient in Multi-Player Markov Games with a Single Controller: Convergence beyond the Minty Property. AAAI Ioannis Anagnostides, Ioannis Panageas, Gabriele Farina, Tuomas Sandholm
2024	A*	`conf`	Polynomial-Time Computation of Exact $\Phi$-Equilibria in Polyhedral Games. NeurIPS Gabriele Farina, Charilaos Pipis
2024	J	`jnl`	Polynomial-Time Computation of Exact Φ-Equilibria in Polyhedral Games. CoRR Gabriele Farina, Charilaos Pipis
2024	—	`conf`	Regularized Conventions: Equilibrium Computation as a Model of Pragmatic Reasoning. NAACL-HLT Athul Paul Jacob, Gabriele Farina, Jacob Andreas
2024	A*	`conf`	Steering No-Regret Learners to a Desired Equilibrium. EC Brian Hu Zhang, Gabriele Farina, Ioannis Anagnostides, Federico Cacciamani, Stephen McAleer, Andreas A. Haupt, Andrea Celli, Nicola Gatti, Vincent Conitzer, Tuomas Sandholm
2024	A*	`conf`	The Consensus Game: Language Model Generation via Equilibrium Search. ICLR Athul Paul Jacob, Yikang Shen, Gabriele Farina, Jacob Andreas
2024	A*	`conf`	The Update-Equivalence Framework for Decision-Time Planning. ICLR Samuel Sokota, Gabriele Farina, David J. Wu, Hengyuan Hu, Kevin A. Wang, J. Zico Kolter, Noam Brown
2023	A*	`conf`	Computing Optimal Equilibria and Mechanisms via Learning in Zero-Sum Extensive-Form Games. NeurIPS Brian Hu Zhang, Gabriele Farina, Ioannis Anagnostides, Federico Cacciamani, Stephen McAleer, Andreas A. Haupt, Andrea Celli, Nicola Gatti, Vincent Conitzer, Tuomas Sandholm
2023	J	`jnl`	Computing Optimal Equilibria and Mechanisms via Learning in Zero-Sum Extensive-Form Games. CoRR Brian Hu Zhang, Gabriele Farina, Ioannis Anagnostides, Federico Cacciamani, Stephen Marcus McAleer, Andreas Alexander Haupt, Andrea Celli, Nicola Gatti, Vincent Conitzer, Tuomas Sandholm
2023	A*	`conf`	ESCHER: Eschewing Importance Sampling in Games by Computing a History Value Function to Estimate Regret. ICLR Stephen Marcus McAleer, Gabriele Farina, Marc Lanctot, Tuomas Sandholm
2023	J	`jnl`	Efficient Learning in Polyhedral Games via Best Response Oracles. CoRR Darshan Chakrabarti, Gabriele Farina, Christian Kroer
2023	—	`—`	Game-Theoretic Decision Making in Imperfect-Information Games Gabriele Farina
2023	J	`jnl`	Hidden-Role Games: Equilibrium Concepts and Computation. CoRR Luca Carminati, Brian Hu Zhang, Gabriele Farina, Nicola Gatti, Tuomas Sandholm
2023	J	`jnl`	Last-Iterate Convergence Properties of Regret-Matching Algorithms in Games. CoRR Yang Cai, Gabriele Farina, Julien Grand-Clément, Christian Kroer, Chung-wei Lee, Haipeng Luo, Weiqiang Zheng
2023	A*	`conf`	Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning. ICLR Anton Bakhtin, David J. Wu, Adam Lerer, Jonathan Gray, Athul Paul Jacob, Gabriele Farina, Alexander H. Miller, Noam Brown
2023	J	`jnl`	Mediator Interpretation and Faster Learning Algorithms for Linear Correlated Equilibria in General Extensive-Form Games. CoRR Brian Hu Zhang, Gabriele Farina, Tuomas Sandholm
2023	A*	`conf`	Meta-Learning in Games. ICLR Keegan Harris, Ioannis Anagnostides, Gabriele Farina, Mikhail Khodak, Steven Wu, Tuomas Sandholm
2023	A*	`conf`	Near-Optimal Φ-Regret Learning in Extensive-Form Games. ICML Ioannis Anagnostides, Gabriele Farina, Tuomas Sandholm
2023	A*	`conf`	On the Convergence of No-Regret Learning Dynamics in Time-Varying Games. NeurIPS Ioannis Anagnostides, Ioannis Panageas, Gabriele Farina, Tuomas Sandholm
2023	J	`jnl`	On the Convergence of No-Regret Learning Dynamics in Time-Varying Games. CoRR Ioannis Anagnostides, Ioannis Panageas, Gabriele Farina, Tuomas Sandholm
2023	J	`jnl`	Optimistic Policy Gradient in Multi-Player Markov Games with a Single Controller: Convergence Beyond the Minty Property. CoRR Ioannis Anagnostides, Ioannis Panageas, Gabriele Farina, Tuomas Sandholm
2023	A*	`conf`	Polynomial-Time Linear-Swap Regret Minimization in Imperfect-Information Sequential Games. NeurIPS Gabriele Farina, Charilaos Pipis
2023	J	`jnl`	Polynomial-Time Linear-Swap Regret Minimization in Imperfect-Information Sequential Games. CoRR Gabriele Farina, Charilaos Pipis
2023	A*	`conf`	Regret Matching+: (In)Stability and Fast Convergence in Games. NeurIPS Gabriele Farina, Julien Grand-Clément, Christian Kroer, Chung-wei Lee, Haipeng Luo
2023	J	`jnl`	Regret Matching+: (In)Stability and Fast Convergence in Games. CoRR Gabriele Farina, Julien Grand-Clément, Christian Kroer, Chung-wei Lee, Haipeng Luo
2023	J	`jnl`	Regularized Conventions: Equilibrium Computation as a Model of Pragmatic Reasoning. CoRR Athul Paul Jacob, Gabriele Farina, Jacob Andreas
2023	J	`jnl`	Steering No-Regret Learners to Optimal Equilibria. CoRR Brian Hu Zhang, Gabriele Farina, Ioannis Anagnostides, Federico Cacciamani, Stephen Marcus McAleer, Andreas Alexander Haupt, Andrea Celli, Nicola Gatti, Vincent Conitzer, Tuomas Sandholm
2023	A*	`conf`	Team Belief DAG: Generalizing the Sequence Form to Team Games for Fast Computation of Correlated Team Max-Min Equilibria via Regret Minimization. ICML Brian Hu Zhang, Gabriele Farina, Tuomas Sandholm
2023	A*	`conf`	Team-PSRO for Learning Approximate TMECor in Large Team Games via Cooperative Reinforcement Learning. NeurIPS Stephen McAleer, Gabriele Farina, Gaoyue Zhou, Mingzhi Wang, Yaodong Yang, Tuomas Sandholm
2023	J	`jnl`	The Consensus Game: Language Model Generation via Equilibrium Search. CoRR Athul Paul Jacob, Yikang Shen, Gabriele Farina, Jacob Andreas
2023	J	`jnl`	The Update Equivalence Framework for Decision-Time Planning. CoRR Samuel Sokota, Gabriele Farina, David J. Wu, Hengyuan Hu, Kevin A. Wang, J. Zico Kolter, Noam Brown
2022	J	`jnl`	A Multi-Modal Analysis of the Freezing of Gait Phenomenon in Parkinson's Disease. Sensors Luca Mesin, Paola Porcu, Debora Russu, Gabriele Farina, Luigi Borzì, Wei Zhang, Yuzhu Guo, Gabriella Olmo
2022	J	`jnl`	Clairvoyant Regret Minimization: Equivalence with Nemirovski's Conceptual Prox Method and Extension to General Convex Games. CoRR Gabriele Farina, Christian Kroer, Chung-wei Lee, Haipeng Luo
2022	J	`jnl`	ESCHER: Eschewing Importance Sampling in Games by Computing a History Value Function to Estimate Regret. CoRR Stephen McAleer, Gabriele Farina, Marc Lanctot, Tuomas Sandholm
2022	A*	`conf`	Fast Payoff Matrix Sparsification Techniques for Structured Extensive-Form Games. AAAI Gabriele Farina, Tuomas Sandholm
2022	A*	`conf`	Faster No-Regret Learning Dynamics for Extensive-Form Correlated and Coarse Correlated Equilibria. EC Ioannis Anagnostides, Gabriele Farina, Christian Kroer, Andrea Celli, Tuomas Sandholm
2022	J	`jnl`	Faster No-Regret Learning Dynamics for Extensive-Form Correlated and Coarse Correlated Equilibria. CoRR Ioannis Anagnostides, Gabriele Farina, Christian Kroer, Andrea Celli, Tuomas Sandholm
2022	A*	`conf`	Kernelized Multiplicative Weights for 0/1-Polyhedral Games: Bridging the Gap Between Learning in Extensive-Form and Normal-Form Games. ICML Gabriele Farina, Chung-wei Lee, Haipeng Luo, Christian Kroer
2022	J	`jnl`	Kernelized Multiplicative Weights for 0/1-Polyhedral Games: Bridging the Gap Between Learning in Extensive-Form and Normal-Form Games. CoRR Gabriele Farina, Chung-wei Lee, Haipeng Luo, Christian Kroer
2022	J	`jnl`	Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning. CoRR Anton Bakhtin, David J. Wu, Adam Lerer, Jonathan Gray, Athul Paul Jacob, Gabriele Farina, Alexander H. Miller, Noam Brown
2022	J	`jnl`	Meta-Learning in Games. CoRR Keegan Harris, Ioannis Anagnostides, Gabriele Farina, Mikhail Khodak, Zhiwei Steven Wu, Tuomas Sandholm
2022	A*	`conf`	Modeling Strong and Human-Like Gameplay with KL-Regularized Search. ICML Athul Paul Jacob, David J. Wu, Gabriele Farina, Adam Lerer, Hengyuan Hu, Anton Bakhtin, Jacob Andreas, Noam Brown
2022	J	`jnl`	Near-Optimal $Φ$-Regret Learning in Extensive-Form Games. CoRR Ioannis Anagnostides, Gabriele Farina, Tuomas Sandholm
2022	A*	`conf`	Near-Optimal No-Regret Learning Dynamics for General Convex Games. NeurIPS Gabriele Farina, Ioannis Anagnostides, Haipeng Luo, Chung-wei Lee, Christian Kroer, Tuomas Sandholm
2022	J	`jnl`	Near-Optimal No-Regret Learning for General Convex Games. CoRR Gabriele Farina, Ioannis Anagnostides, Haipeng Luo, Chung-wei Lee, Christian Kroer, Tuomas Sandholm
2022	A*	`conf`	Near-optimal no-regret learning for correlated equilibria in multi-player general-sum games. STOC Ioannis Anagnostides, Constantinos Daskalakis, Gabriele Farina, Maxwell Fishelson, Noah Golowich, Tuomas Sandholm
2022	A*	`conf`	On Last-Iterate Convergence Beyond Zero-Sum Games. ICML Ioannis Anagnostides, Ioannis Panageas, Gabriele Farina, Tuomas Sandholm
2022	J	`jnl`	On Last-Iterate Convergence Beyond Zero-Sum Games. CoRR Ioannis Anagnostides, Ioannis Panageas, Gabriele Farina, Tuomas Sandholm
2022	A*	`conf`	Optimal Correlated Equilibria in General-Sum Extensive-Form Games: Fixed-Parameter Algorithms, Hardness, and Two-Sided Column-Generation. EC Brian Hu Zhang, Gabriele Farina, Andrea Celli, Tuomas Sandholm
2022	J	`jnl`	Optimal Correlated Equilibria in General-Sum Extensive-Form Games: Fixed-Parameter Algorithms, Hardness, and Two-Sided Column-Generation. CoRR Brian Hu Zhang, Gabriele Farina, Andrea Celli, Tuomas Sandholm
2022	A*	`conf`	Optimistic Mirror Descent Either Converges to Nash or to Strong Coarse Correlated Equilibria in Bimatrix Games. NeurIPS Ioannis Anagnostides, Gabriele Farina, Ioannis Panageas, Tuomas Sandholm
2022	J	`jnl`	Optimistic Mirror Descent Either Converges to Nash or to Strong Coarse Correlated Equilibria in Bimatrix Games. CoRR Ioannis Anagnostides, Gabriele Farina, Ioannis Panageas, Tuomas Sandholm
2022	J	`jnl`	Simple Uncoupled No-regret Learning Dynamics for Extensive-form Correlated Equilibrium. J. ACM Gabriele Farina, Andrea Celli, Alberto Marchesi, Nicola Gatti
2022	A*	`conf`	Subgame Solving in Adversarial Team Games. NeurIPS Brian Hu Zhang, Luca Carminati, Federico Cacciamani, Gabriele Farina, Pierriccardo Olivieri, Nicola Gatti, Tuomas Sandholm
2022	J	`jnl`	Team Belief DAG Form: A Concise Representation for Team-Correlated Game-Theoretic Decision Making. CoRR Brian Hu Zhang, Gabriele Farina, Tuomas Sandholm
2022	A*	`conf`	Uncoupled Learning Dynamics with NeurIPS Ioannis Anagnostides, Gabriele Farina, Christian Kroer, Chung-wei Lee, Haipeng Luo, Tuomas Sandholm
2022	J	`jnl`	Uncoupled Learning Dynamics with O(log T) Swap Regret in Multiplayer Games. CoRR Ioannis Anagnostides, Gabriele Farina, Christian Kroer, Chung-wei Lee, Haipeng Luo, Tuomas Sandholm
2021	A*	`conf`	Bandit Linear Optimization for Sequential Decision Making and Extensive-Form Games. AAAI Gabriele Farina, Robin Schmucker, Tuomas Sandholm
2021	J	`jnl`	Bandit Linear Optimization for Sequential Decision Making and Extensive-Form Games. CoRR Gabriele Farina, Robin Schmucker, Tuomas Sandholm
2021	A*	`conf`	Better Regularization for Sequential Decision Spaces: Fast Convergence Rates for Nash, Correlated, and Team Equilibria. EC Gabriele Farina, Christian Kroer, Tuomas Sandholm
2021	J	`jnl`	Better Regularization for Sequential Decision Spaces: Fast Convergence Rates for Nash, Correlated, and Team Equilibria. CoRR Gabriele Farina, Christian Kroer, Tuomas Sandholm
2021	J	`jnl`	Combination treatment optimization using a pan-cancer pathway model. PLoS Comput. Biol. Robin Schmucker, Gabriele Farina, James R. Faeder, Fabian Fröhlich, Ali Sinan Saglam, Tuomas Sandholm
2021	A*	`conf`	Connecting Optimal Ex-Ante Collusion in Teams to Extensive-Form Correlation: Faster Algorithms and Positive Complexity Results. ICML Gabriele Farina, Andrea Celli, Nicola Gatti, Tuomas Sandholm
2021	A*	`conf`	Decentralized No-regret Learning Algorithms for Extensive-form Correlated Equilibria (Extended Abstract). IJCAI Andrea Celli, Alberto Marchesi, Gabriele Farina, Nicola Gatti
2021	J	`jnl`	Efficient Decentralized Learning Dynamics for Extensive-Form Coarse Correlated Equilibrium: No Expensive Computation of Stationary Distributions Required. CoRR Gabriele Farina, Andrea Celli, Tuomas Sandholm
2021	A*	`conf`	Equilibrium Refinement for the Age of Machines: The One-Sided Quasi-Perfect Equilibrium. NeurIPS Gabriele Farina, Tuomas Sandholm
2021	J	`jnl`	Fast Payoff Matrix Sparsification Techniques for Structured Extensive-Form Games. CoRR Gabriele Farina, Tuomas Sandholm
2021	A*	`conf`	Faster Game Solving via Predictive Blackwell Approachability: Connecting Regret Matching and Mirror Descent. AAAI Gabriele Farina, Christian Kroer, Tuomas Sandholm
2021	A*	`conf`	Model-Free Online Learning in Unknown Sequential Decision Making Problems and Games. AAAI Gabriele Farina, Tuomas Sandholm
2021	J	`jnl`	Model-Free Online Learning in Unknown Sequential Decision Making Problems and Games. CoRR Gabriele Farina, Tuomas Sandholm
2021	J	`jnl`	Modeling Strong and Human-Like Gameplay with KL-Regularized Search. CoRR Athul Paul Jacob, David J. Wu, Gabriele Farina, Adam Lerer, Anton Bakhtin, Jacob Andreas, Noam Brown
2021	J	`jnl`	Near-Optimal No-Regret Learning for Correlated Equilibria in Multi-Player General-Sum Games. CoRR Ioannis Anagnostides, Constantinos Daskalakis, Gabriele Farina, Maxwell Fishelson, Noah Golowich, Tuomas Sandholm
2021	J	`jnl`	Simple Uncoupled No-Regret Learning Dynamics for Extensive-Form Correlated Equilibrium. CoRR Gabriele Farina, Andrea Celli, Alberto Marchesi, Nicola Gatti
2020	A*	`conf`	Coarse Correlation in Extensive-Form Games. AAAI Gabriele Farina, Tommaso Bianchi, Tuomas Sandholm
2020	J	`jnl`	Faster Algorithms for Optimal Ex-Ante Coordinated Collusive Strategies in Extensive-Form Zero-Sum Games. CoRR Gabriele Farina, Andrea Celli, Nicola Gatti, Tuomas Sandholm
2020	J	`jnl`	Faster Game Solving via Predictive Blackwell Approachability: Connecting Regret Matching and Mirror Descent. CoRR Gabriele Farina, Christian Kroer, Tuomas Sandholm
2020	A*	`conf`	No-Regret Learning Dynamics for Extensive-Form Correlated Equilibrium. NeurIPS Andrea Celli, Alberto Marchesi, Gabriele Farina, Nicola Gatti
2020	J	`jnl`	No-regret learning dynamics for extensive-form correlated and coarse correlated equilibria. CoRR Andrea Celli, Alberto Marchesi, Gabriele Farina, Nicola Gatti
2020	A*	`conf`	Polynomial-Time Computation of Optimal Correlated Equilibria in Two-Player Extensive-Form Games with Public Chance Moves and Beyond. NeurIPS Gabriele Farina, Tuomas Sandholm
2020	J	`jnl`	Polynomial-Time Computation of Optimal Correlated Equilibria in Two-Player Extensive-Form Games with Public Chance Moves and Beyond. CoRR Gabriele Farina, Tuomas Sandholm
2020	A*	`conf`	Stochastic Regret Minimization in Extensive-Form Games. ICML Gabriele Farina, Christian Kroer, Tuomas Sandholm
2020	J	`jnl`	Stochastic Regret Minimization in Extensive-Form Games. CoRR Gabriele Farina, Christian Kroer, Tuomas Sandholm
2019	A*	`conf`	A Theoretical and Algorithmic Analysis of Configurable MDPs. ICAPS Rui Silva, Gabriele Farina, Francisco S. Melo, Manuela Veloso
2019	J	`jnl`	Coarse Correlation in Extensive-Form Games. CoRR Gabriele Farina, Tommaso Bianchi, Tuomas Sandholm
2019	A*	`conf`	Correlation in Extensive-Form Games: Saddle-Point Formulation and Benchmarks. NeurIPS Gabriele Farina, Chun Kai Ling, Fei Fang, Tuomas Sandholm
2019	J	`jnl`	Correlation in Extensive-Form Games: Saddle-Point Formulation and Benchmarks. CoRR Gabriele Farina, Chun Kai Ling, Fei Fang, Tuomas Sandholm
2019	A*	`conf`	Efficient Regret Minimization Algorithm for Extensive-Form Correlated Equilibrium. NeurIPS Gabriele Farina, Chun Kai Ling, Fei Fang, Tuomas Sandholm
2019	J	`jnl`	Efficient Regret Minimization Algorithm for Extensive-Form Correlated Equilibrium. CoRR Gabriele Farina, Chun Kai Ling, Fei Fang, Tuomas Sandholm
2019	A*	`conf`	Online Convex Optimization for Sequential Decision Processes and Extensive-Form Games. AAAI Gabriele Farina, Christian Kroer, Tuomas Sandholm
2019	A*	`conf`	Optimistic Regret Minimization for Extensive-Form Games via Dilated Distance-Generating Functions. NeurIPS Gabriele Farina, Christian Kroer, Tuomas Sandholm
2019	J	`jnl`	Optimistic Regret Minimization for Extensive-Form Games via Dilated Distance-Generating Functions. CoRR Gabriele Farina, Christian Kroer, Tuomas Sandholm
2019	A*	`conf`	Quasi-Perfect Stackelberg Equilibrium. AAAI Alberto Marchesi, Gabriele Farina, Christian Kroer, Nicola Gatti, Tuomas Sandholm
2019	A*	`conf`	Regret Circuits: Composability of Regret Minimizers. ICML Gabriele Farina, Christian Kroer, Tuomas Sandholm
2019	A*	`conf`	Stable-Predictive Optimistic Counterfactual Regret Minimization. ICML Gabriele Farina, Christian Kroer, Noam Brown, Tuomas Sandholm
2019	J	`jnl`	Stable-Predictive Optimistic Counterfactual Regret Minimization. CoRR Gabriele Farina, Christian Kroer, Noam Brown, Tuomas Sandholm
2018	J	`jnl`	Composability of Regret Minimizers. CoRR Gabriele Farina, Christian Kroer, Tuomas Sandholm
2018	A*	`conf`	Ex ante coordination and collusion in zero-sum multi-player extensive-form games. NeurIPS Gabriele Farina, Andrea Celli, Nicola Gatti, Tuomas Sandholm
2018	J	`jnl`	Online Convex Optimization for Sequential Decision Processes and Extensive-Form Games. CoRR Gabriele Farina, Christian Kroer, Tuomas Sandholm
2018	A*	`conf`	Practical exact algorithm for trembling-hand equilibrium refinements in games. NeurIPS Gabriele Farina, Nicola Gatti, Tuomas Sandholm
2018	J	`jnl`	Quasi-Perfect Stackelberg Equilibrium. CoRR Alberto Marchesi, Gabriele Farina, Christian Kroer, Nicola Gatti, Tuomas Sandholm
2018	A*	`conf`	Robust Stackelberg Equilibria in Extensive-Form Games and Extension to Limited Lookahead. AAAI Christian Kroer, Gabriele Farina, Tuomas Sandholm
2018	—	`conf`	Robust Stackelberg Equilibria in Extensive-Form Games and Extension to Limited Lookahead. AAAI Workshops Christian Kroer, Gabriele Farina, Tuomas Sandholm
2018	A*	`conf`	Solving Large Sequential Games with the Excessive Gap Technique. NeurIPS Christian Kroer, Gabriele Farina, Tuomas Sandholm
2018	J	`jnl`	Solving Large Sequential Games with the Excessive Gap Technique. CoRR Christian Kroer, Gabriele Farina, Tuomas Sandholm
2018	A*	`conf`	Trembling-Hand Perfection in Extensive-Form Games with Commitment. IJCAI Gabriele Farina, Alberto Marchesi, Christian Kroer, Nicola Gatti, Tuomas Sandholm
2017	J	`jnl`	Adopting the Cascade Model in Ad Auctions: Efficiency Bounds and Truthful Algorithmic Mechanisms. J. Artif. Intell. Res. Gabriele Farina, Nicola Gatti
2017	A*	`conf`	Extensive-Form Perfect Equilibrium Computation in Two-Player Games. AAAI Gabriele Farina, Nicola Gatti
2017	—	`conf`	Inter-Club Kidney Exchange. AAAI Workshops Gabriele Farina, John P. Dickerson, Tuomas Sandholm
2017	A*	`conf`	Operation Frames and Clubs in Kidney Exchange. IJCAI Gabriele Farina, John P. Dickerson, Tuomas Sandholm
2017	J	`jnl`	Operation Frames and Clubs in Kidney Exchange. CoRR Gabriele Farina, John P. Dickerson, Tuomas Sandholm
2017	A*	`conf`	Regret Minimization in Behaviorally-Constrained Zero-Sum Games. ICML Gabriele Farina, Christian Kroer, Tuomas Sandholm
2017	J	`jnl`	Regret Minimization in Behaviorally-Constrained Zero-Sum Games. CoRR Gabriele Farina, Christian Kroer, Tuomas Sandholm
2017	J	`jnl`	Robust Stackelberg Equilibria in Extensive-Form Games and Extension to Limited Lookahead. CoRR Christian Kroer, Gabriele Farina, Tuomas Sandholm
2017	A*	`conf`	Smoothing Method for Approximate Extensive-Form Perfect Equilibrium. IJCAI Christian Kroer, Gabriele Farina, Tuomas Sandholm
2017	J	`jnl`	Smoothing Method for Approximate Extensive-Form Perfect Equilibrium. CoRR Christian Kroer, Gabriele Farina, Tuomas Sandholm
2016	A*	`conf`	Ad Auctions and Cascade Model: GSP Inefficiency and Algorithms. AAAI Gabriele Farina, Nicola Gatti
2016	A*	`conf`	Decoding Hidden Markov Models Faster Than Viterbi Via Online Matrix-Vector (max, +)-Multiplication. AAAI Massimo Cairo, Gabriele Farina, Romeo Rizzi
2016	J	`jnl`	Extensive-Form Perfect Equilibrium Computation in Two-Player Games. CoRR Gabriele Farina, Nicola Gatti
2015	J	`jnl`	A linear time algorithm to compute the impact of all the articulation points. CoRR Gabriele Farina
2015	J	`jnl`	Ad auctions and cascade model: GSP inefficiency and algorithms. CoRR Gabriele Farina, Nicola Gatti
2015	J	`jnl`	Decoding Hidden Markov Models Faster Than Viterbi Via Online Matrix-Vector (max, +)-Multiplication. CoRR Massimo Cairo, Gabriele Farina, Romeo Rizzi
2015	C	`conf`	Dynamic Subtrees Queries Revisited: The Depth First Tour Tree. IWOCA Gabriele Farina, Luigi Laura
2015	J	`jnl`	Dynamic subtrees queries revised: the Depth First Tour Tree. CoRR Gabriele Farina, Luigi Laura