Journal Article Strong Nash equilibria and mixed strategies 2020 • International Journal of Game Theory • 49(3):699-710 Braggion E, Gatti N, Lucchetti R, Sandholm T, von Stengel B
Preprint Correlation in Extensive-Form Games: Saddle-Point Formulation and Benchmarks 2019 Farina G, Ling CK, Fang F, Sandholm T
Conference Correlation in Extensive-Form Games: Saddle-Point Formulation and Benchmarks 2019 • Advances in Neural Information Processing Systems • 32: Farina G, Ling CK, Fang F, Sandholm T
Conference Deep counterfactual regret minimization 2019 • 36th International Conference on Machine Learning, ICML 2019 • 2019-June:1256-1274 Brown N, Gross ALS, Sandholm T
Journal Article Efficiency and budget balance in general quasi-linear domains 2019 • Games and Economic Behavior • 113:673-693 Nath S, Sandholm T
Preprint Efficient Regret Minimization Algorithm for Extensive-Form Correlated Equilibrium 2019 Farina G, Ling CK, Fang F, Sandholm T
Conference Efficient Regret Minimization Algorithm for Extensive-Form Correlated Equilibrium 2019 • Advances in Neural Information Processing Systems • 32: Farina G, Ling CK, Fang F, Sandholm T
Conference Estimating Approximate Incentive Compatibility 2019 • ACM EC '19: PROCEEDINGS OF THE 2019 ACM CONFERENCE ON ECONOMICS AND COMPUTATION • 867-867 Balcan M-F, Sandholm T, Vitercik E
Journal Article Failure-aware kidney exchange 2019 • Management science • 65(4):1768-1791 Dickerson JP, Procaccia AD, Sandholm T
Preprint How much data is sufficient to learn high-performing algorithms? Generalization guarantees for data-driven algorithm design 2019 Balcan M-F, DeBlasio D, Dick T, Kingsford C, Sandholm T, Vitercik E
Preprint Learning to Optimize Computational Resources: Frugal Training with Generalization Guarantees 2019 Balcan M-F, Sandholm T, Vitercik E
Conference Online convex optimization for sequential decision processes and extensive-form games 2019 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 1917-1925 Farina G, Kroer C, Sandholm T
Preprint Optimistic Regret Minimization for Extensive-Form Games via Dilated Distance-Generating Functions 2019 Farina G, Kroer C, Sandholm T
Conference Optimistic regret minimization for extensive-form games via dilated distance-generating functions 2019 • Advances in Neural Information Processing Systems • 32: Farina G, Kroer C, Sandholm T
Conference Quasi-Perfect Stackelberg Equilibrium 2019 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 2117-2124 Marchesi A, Farina G, Kroer C, Gatti N, Sandholm T
Conference Regret circuits: Composability of regret minimizers 2019 • 36th International Conference on Machine Learning, ICML 2019 • 2019-June:3304-3314 Farina G, Kroer C, Sandholm T
Conference Solving imperfect-information games via discounted regret minimization 2019 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 1829-1836 Brown N, Sandholm T
Preprint Stable-Predictive Optimistic Counterfactual Regret Minimization 2019 Farina G, Kroer C, Brown N, Sandholm T
Conference Stable-predictive optimistic counterfactual regret minimization 2019 • 36th International Conference on Machine Learning, ICML 2019 • 2019-June:3289-3303 Farina G, Kroer C, Brown N, Sandholm T
Journal Article Superhuman AI for multiplayer poker 2019 • Science • 365(6456):885-890 Brown N, Sandholm T
Journal Article A General Theory of Sample Complexity for Multi-Item Profit Maximization 2018 • ACM EC'18: PROCEEDINGS OF THE 2018 ACM CONFERENCE ON ECONOMICS AND COMPUTATION • 173-174 Balcan M-F, Sandholm T, Vitercik E
Conference A unified framework for extensive-form game abstraction with bounds 2018 • Advances in Neural Information Processing Systems • 2018-December:615-626 Kroer C, Sandholm T
