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Chun Kai Ling
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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
952018
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
742016
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
502019
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
282019
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
192019
Deep archimedean copulas
CK Ling, F Fang, JZ Kolter
Advances in Neural Information Processing Systems 33, 1535-1545, 2020
182020
Nonmyopic Gaussian process optimization with macro-actions
D Kharkovskii, CK Ling, BKH Low
International Conference on Artificial Intelligence and Statistics, 4593-4604, 2020
142020
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
72021
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
52023
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
42024
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
22023
Learning Coalition Structures with Games
YE Xu, CK Ling, F Fang
Proceedings of the AAAI Conference on Artificial Intelligence 38 (9), 9944-9951, 2024
12024
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
12023
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
12023
Online bipartite matching with imperfect advice
D Choo, T Gouleakis, CK Ling, A Bhattacharyya
arXiv preprint arXiv:2405.09784, 2024
2024
Layered Graph Security Games
J Černư, CK Ling, C Kroer, G Iyengar
arXiv preprint arXiv:2405.03070, 2024
2024
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
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
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
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