Preprint Team Correlated Equilibria in Zero-Sum Extensive-Form Games via Tree Decompositions 2021 Zhang BH, Sandholm T
Journal Article Using machine learning to improve survival prediction after heart transplantation 2021 • Journal of Cardiac Surgery • 36(11):4113-4120 Ayers B, Sandhold T, Gosev I, Prasad S, Kilic A
Conference Coarse correlation in extensive-form games 2020 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 1934-1941 Farina G, Bianchi T, Sandholm T
Conference Efficient Algorithms for Learning Revenue-Maximizing Two-Part Tariffs 2020 • IJCAI International Joint Conference on Artificial Intelligence • 332-338 Balcan M-F, Prasad S, Sandholm T
Journal Article Faster algorithms for extensive-form game solving via improved smoothing functions 2020 • Mathematical programming • 179(1-2):385-417 Kroer C, Waugh K, Kilinc-Karzan F, Sandholm T
Preprint Faster Algorithms for Optimal Ex-Ante Coordinated Collusive Strategies in Extensive-Form Zero-Sum Games 2020 Farina G, Celli A, Gatti N, Sandholm T
Preprint Faster Game Solving via Predictive Blackwell Approachability: Connecting Regret Matching and Mirror Descent 2020 Farina G, Kroer C, Sandholm T
Preprint Finding and Certifying (Near-)Optimal Strategies in Black-Box Extensive-Form Games 2020 Zhang BH, Sandholm T
Preprint Generalization in portfolio-based algorithm selection 2020 Balcan M-F, Sandholm T, Vitercik E
Journal Article Ignorance Is Almost Bliss: Near-Optimal Stochastic Matching with Few Queries 2020 • Operations Research • 68(1):16-34 Blum A, Dickerson JP, Haghtalab N, Procaccia AD, Sandholm T, Sharma A
Preprint Improving Policy-Constrained Kidney Exchange via Pre-Screening 2020 McElfresh DC, Curry M, Sandholm T, Dickerson JP
Conference Learning to Optimize Computational Resources: Frugal Training with Generalization Guarantees 2020 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 34:3227-3234 Balcan M-F, Sandholm T, Vitercik E
Journal Article Limited lookahead in imperfect-information games 2020 • Artificial Intelligence • 283: Kroer C, Sandholm T
Conference Polynomial-time computation of optimal correlated equilibria in two-player extensive-form games with public chance moves and beyond 2020 • Advances in Neural Information Processing Systems • 2020-December: Farina G, Sandholm T
Preprint Polynomial-Time Computation of Optimal Correlated Equilibria in Two-Player Extensive-Form Games with Public Chance Moves and Beyond 2020 Farina G, Sandholm T
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
Preprint Refined bounds for algorithm configuration: The knife-edge of dual class approximability 2020 Balcan M-F, Sandholm T, Vitercik E
Conference Small nash equilibrium certificates in very large games 2020 • Advances in Neural Information Processing Systems • 2020-December: 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
