Chao-Kai Chiang
Chao-Kai Chiang
Postdoc of Computer Science, University of Southern California
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Federated multi-task learning
V Smith, CK Chiang, M Sanjabi, AS Talwalkar
Advances in Neural Information Processing Systems, 4424-4434, 2017
Online optimization with gradual variations
CK Chiang, T Yang, CJ Lee, M Mahdavi, CJ Lu, R Jin, S Zhu
Conference on Learning Theory, 6.1-6.20, 2012
An algorithm with nearly optimal pseudo-regret for both stochastic and adversarial bandits
P Auer, CK Chiang
Conference on Learning Theory, 116-120, 2016
Pareto front identification from stochastic bandit feedback
P Auer, CK Chiang, R Ortner, M Drugan
Artificial intelligence and statistics, 939-947, 2016
Beating bandits in gradually evolving worlds
CK Chiang, CJ Lee, CJ Lu
Conference on Learning Theory, 210-227, 2013
Pseudo-reward algorithms for contextual bandits with linear payoff functions
KC Chou, HT Lin, CK Chiang, CJ Lu
Asian Conference on Machine Learning, 344-359, 2015
Online learning with queries
CK Chiang, CJ Lu
Proceedings of the twenty-first annual ACM-SIAM symposium on Discrete …, 2010
Hyper-parameter tuning under a budget constraint
Z Lu, CK Chiang, F Sha
arXiv preprint arXiv:1902.00532, 2019
Resisting dynamic strategies in gradually evolving worlds
CJ Lee, CK Chiang, ME Wu
2015 Third International Conference on Robot, Vision and Signal Processing …, 2015
Online Learning Problems against Dynamic Strategies in Gradually Evolving Worlds
CJ Lee, CK Chiang, ME Wu
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