Conference Refined Bounds for Algorithm Configuration: The Knife-edge of Dual Class Approximability 2020 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 119 • 119: Balcan M-F, Sandholm T, Vitercik E
Conference Small Nash Equilibrium Certificates in Very Large Games 2020 • Advances in Neural Information Processing Systems • 33: Zhang BH, Sandholm T
Conference Sparsified linear programming for zero-sum equilibrium finding 2020 • 37th International Conference on Machine Learning, ICML 2020 • PartF168147-15:11192-11203 Zhang BH, Sandholm T
Conference Stochastic regret minimization in extensive-form games 2020 • 37th International Conference on Machine Learning, ICML 2020 • PartF168147-4:2999-3009 Farina G, Kroer C, Sandholm T
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
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
Preprint Correlation in Extensive-Form Games: Saddle-Point Formulation and Benchmarks 2019 Farina G, Ling CK, Fang F, Sandholm T
Conference Deep Counterfactual Regret Minimization 2019 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 97 • 97: Brown N, Lerer A, Gross S, 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
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
Preprint Efficient Regret Minimization Algorithm for Extensive-Form Correlated Equilibrium 2019 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 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
Preprint Optimistic Regret Minimization for Extensive-Form Games via Dilated Distance-Generating Functions 2019 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
