Yue Kang

According to our database, Yue Kang authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Online Continuous Hyperparameter Optimization for Generalized Linear Contextual Bandits.

Yue Kang, Cho-Jui Hsieh, Thomas C. M. Lee

Trans. Mach. Learn. Res., 2024

Low-rank Matrix Bandits with Heavy-tailed Rewards.

Yue Kang, Cho-Jui Hsieh, Thomas Chun Man Lee

Proceedings of the Uncertainty in Artificial Intelligence, 2024

2023

Online Continuous Hyperparameter Optimization for Contextual Bandits.

Yue Kang, Cho-Jui Hsieh, Thomas C. M. Lee

CoRR, 2023

Robust Lipschitz Bandits to Adversarial Corruptions.

Yue Kang, Cho-Jui Hsieh, Thomas Chun Man Lee

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Momentum is All You Need for Data-Driven Adaptive Optimization.

Yizhou Wang, Yue Kang, Can Qin, Huan Wang, Yi Xu, Yulun Zhang, Yun Fu

Proceedings of the IEEE International Conference on Data Mining, 2023

2022

Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems.

Yue Kang, Cho-Jui Hsieh, Thomas Chun Man Lee

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Syndicated Bandits: A Framework for Auto Tuning Hyper-parameters in Contextual Bandit Algorithms.

Qin Ding, Yue Kang, Yi-Wei Liu, Thomas Chun Man Lee, Cho-Jui Hsieh, James Sharpnack

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Adapting Stepsizes by Momentumized Gradients Improves Optimization and Generalization.

Yizhou Wang, Yue Kang, Can Qin, Yi Xu, Huan Wang, Yulun Zhang, Yun Fu

CoRR, 2021

2020

Estimation of the Number of Endmembers via Thresholding Ridge Ratio Criterion.

Xuehu Zhu, Yue Kang, Junmin Liu

IEEE Trans. Geosci. Remote. Sens., 2020