What game are we playing? end-to-end learning in normal and extensive form games CK Ling, F Fang, JZ Kolter arXiv preprint arXiv:1805.02777, 2018 | 93 | 2018 |
Gaussian process planning with Lipschitz continuous reward functions: Towards unifying Bayesian optimization, active learning, and beyond CK Ling, KH Low, P Jaillet Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016 | 73 | 2016 |
Correlation in extensive-form games: Saddle-point formulation and benchmarks G Farina, CK Ling, F Fang, T Sandholm Advances in Neural Information Processing Systems 32, 2019 | 48 | 2019 |
Large scale learning of agent rationality in two-player zero-sum games CK Ling, F Fang, JZ Kolter Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 6104-6111, 2019 | 27 | 2019 |
Deep archimedean copulas CK Ling, F Fang, JZ Kolter Advances in Neural Information Processing Systems 33, 1535-1545, 2020 | 17 | 2020 |
Efficient regret minimization algorithm for extensive-form correlated equilibrium G Farina, CK Ling, F Fang, T Sandholm Advances in Neural Information Processing Systems 32, 2019 | 17 | 2019 |
Nonmyopic Gaussian process optimization with macro-actions D Kharkovskii, CK Ling, BKH Low International Conference on Artificial Intelligence and Statistics, 4593-4604, 2020 | 14 | 2020 |
Safe search for Stackelberg equilibria in extensive-form games CK Ling, N Brown Proceedings of the AAAI conference on artificial intelligence 35 (6), 5541-5548, 2021 | 7 | 2021 |
Multimodal learning without labeled multimodal data: Guarantees and applications PP Liang, CK Ling, Y Cheng, A Obolenskiy, Y Liu, R Pandey, A Wilf, ... arXiv preprint arXiv:2306.04539, 2023 | 5 | 2023 |
Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework PP Liang, Y Cheng, X Fan, CK Ling, S Nie, R Chen, Z Deng, N Allen, ... Advances in Neural Information Processing Systems 36, 2024 | 4 | 2024 |
Abstracting imperfect information away from two-player zero-sum games S Sokota, R D’Orazio, CK Ling, DJ Wu, JZ Kolter, N Brown International Conference on Machine Learning, 32169-32193, 2023 | 1 | 2023 |
Function approximation for solving stackelberg equilibrium in large perfect information games CK Ling, JZ Kolter, F Fang Proceedings of the AAAI Conference on Artificial Intelligence 37 (5), 5764-5772, 2023 | 1 | 2023 |
Deep Copula-Based Survival Analysis for Dependent Censoring with Identifiability Guarantees W Zhang, CK Ling, X Zhang Proceedings of the AAAI Conference on Artificial Intelligence 38 (18), 20613 …, 2024 | | 2024 |
Learning Coalition Structures with Games YE Xu, CK Ling, F Fang Proceedings of the AAAI Conference on Artificial Intelligence 38 (9), 9944-9951, 2024 | | 2024 |
Multi-defender Security Games with Schedules Z Song, CK Ling, F Fang International Conference on Decision and Game Theory for Security, 65-85, 2023 | | 2023 |
Quantifying Interactions in Semi-supervised Multimodal Learning: Guarantees and Applications PP Liang, CK Ling, Y Cheng, A Obolenskiy, Y Liu, R Pandey, A Wilf, ... The Twelfth International Conference on Learning Representations, 2023 | | 2023 |
Scalable Learning and Solving of Extensive-Form Games CK Ling University Of Illinois At Urbana-Champaign, 2023 | | 2023 |
Safe Subgame Resolving for Extensive Form Correlated Equilibrium CK Ling, F Fang Proceedings of the AAAI Conference on Artificial Intelligence 36 (5), 5116-5123, 2022 | | 2022 |
Power of Correlation in Extensive-Form Games G Farina, CK Ling, F Fang, T Sandholm IJCAI Workshop on Strategic Reasoning, 2019 | | 2019 |
Gaussian Process Planning with Lipschitz Continuous Reward Functions CK Ling, KH Low, P Jaillet Association for Computing Machinery, 2016 | | 2016 |