Yue Kang

12 papers A* 4A 1Journal 7
YearRankTypeTitle / Venue / Authors
2024 J jnl
Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems.
CoRR
Yue Kang, Cho-Jui Hsieh, Thomas C. M. Lee
2024 A conf
Low-rank Matrix Bandits with Heavy-tailed Rewards.
UAI
Yue Kang, Cho-Jui Hsieh, Thomas Chun Man Lee
2024 J jnl
Low-rank Matrix Bandits with Heavy-tailed Rewards.
CoRR
Yue Kang, Cho-Jui Hsieh, Thomas C. M. Lee
2024 J jnl
Online Continuous Hyperparameter Optimization for Generalized Linear Contextual Bandits.
Trans. Mach. Learn. Res.
Yue Kang, Cho-Jui Hsieh, Thomas C. M. Lee
2023 A* conf
Momentum is All You Need for Data-Driven Adaptive Optimization.
ICDM
Yizhou Wang, Yue Kang, Can Qin, Huan Wang, Yi Xu, Yulun Zhang, Yun Fu
2023 J jnl
Online Continuous Hyperparameter Optimization for Contextual Bandits.
CoRR
Yue Kang, Cho-Jui Hsieh, Thomas C. M. Lee
2023 A* conf
Robust Lipschitz Bandits to Adversarial Corruptions.
NeurIPS
Yue Kang, Cho-Jui Hsieh, Thomas Chun Man Lee
2023 J jnl
Robust Lipschitz Bandits to Adversarial Corruptions.
CoRR
Yue Kang, Cho-Jui Hsieh, Thomas C. M. Lee
2022 A* conf
Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems.
NeurIPS
Yue Kang, Cho-Jui Hsieh, Thomas Chun Man Lee
2022 A* conf
Syndicated Bandits: A Framework for Auto Tuning Hyper-parameters in Contextual Bandit Algorithms.
NeurIPS
Qin Ding, Yue Kang, Yi-Wei Liu, Thomas Chun Man Lee, Cho-Jui Hsieh, James Sharpnack
2021 J jnl
Adapting Stepsizes by Momentumized Gradients Improves Optimization and Generalization.
CoRR
Yizhou Wang, Yue Kang, Can Qin, Yi Xu, Huan Wang, Yulun Zhang, Yun Fu
2020 J jnl
Estimation of the Number of Endmembers via Thresholding Ridge Ratio Criterion.
IEEE Trans. Geosci. Remote. Sens.
Xuehu Zhu, Yue Kang, Junmin Liu