Ling, Chun Kai
- Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework
2023/02/23 by Paul Pu Liang, Liang, Paul Pu, Yun Cheng +19 · 21 citations
Computer Science · #Topic Modeling #Machine Learning in Healthcare #Explainable Artificial Intelligence (XAI)
- Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications
2023/06/07 by Liang, Paul Pu, Ling, Chun Kai, Cheng, Yun +6 · 4 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Deep Archimedean Copulas
2020/12/05 by Chun Kai Ling, Fei Fang, Ling, Chun Kai +3 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning in Healthcare #Time Series Analysis and Forecasting
- Online bipartite matching with imperfect advice
2024/05/16 by Choo, Davin, Gouleakis, Themis, Ling, Chun Kai +1 · 5 citations
#Artificial Intelligence (cs.AI) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Abstracting Imperfect Information Away from Two-Player Zero-Sum Games
2023/01/22 by Sokota, Samuel, D'Orazio, Ryan, Ling, Chun Kai +3 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Large Scale Learning of Agent Rationality in Two-Player Zero-Sum Games
2019/03/11 by Ling, Chun Kai, Fang, Fei, Kolter, J. Zico · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Deep Copula-Based Survival Analysis for Dependent Censoring with Identifiability Guarantees
2023/12/24 by Weijia Zhang, Zhang, Weijia, Chun Kai Ling +3 · 2 citations
Mathematics · Social Sciences · #FOS: Computer and information sciences #Insurance, Mortality, Demography, Risk Management #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
- Correlation in Extensive-Form Games: Saddle-Point Formulation and\n Benchmarks
2019/05/29 by Gabriele Farina, Farina, Gabriele, Chun Kai Ling +5 · 1 citation
Economics, Econometrics and Finance · Medicine · #Climate Change Policy and Economics #Economic Policies and Impacts #Mathematical and Theoretical Epidemiology and Ecology Models
- Efficient Regret Minimization Algorithm for Extensive-Form Correlated\n Equilibrium
2019/10/28 by Gabriele Farina, Farina, Gabriele, Chun Kai Ling +5 · 2 citations
Computer Science · Decision Sciences · Social Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computer Science and Game Theory (cs.GT) #Decision-Making and Behavioral Economics #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #FOS: Mathematics #Game Theory and Applications #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- Multi-defender Security Games with Schedules
2023/11/28 by Zimeng Song, Chun Kai Ling, Song, Zimeng +3 · 1 citation
Engineering · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Guidance and Control Systems #Infrastructure Resilience and Vulnerability Analysis