Zixin Zhong

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

Conditional Expectation

Regret Minimization

Multi Armed Bandits

Top Venues

IEEE Trans. Inf. Theory

Publications

Jincheng Mei, Zixin Zhong, Bo Dai, Alekh Agarwal, Csaba Szepesvári, Dale Schuurmans
Stochastic Gradient Succeeds for Bandits. CoRR (2024)
Yunlong Hou, Vincent Y. F. Tan, Zixin Zhong
Almost Optimal Variance-Constrained Best Arm Identification. IEEE Trans. Inf. Theory 69 (4) (2023)
Yunlong Hou, Vincent Y. F. Tan, Zixin Zhong
Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits. CoRR (2023)
Yi Wei, Zixin Zhong, Vincent Y. F. Tan
Fast Beam Alignment via Pure Exploration in Multi-Armed Bandits. IEEE Trans. Wirel. Commun. 22 (5) (2023)
Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan
Achieving the Pareto Frontier of Regret Minimization and Best Arm Identification in Multi-Armed Bandits. Trans. Mach. Learn. Res. 2023 (2023)
Jincheng Mei, Zixin Zhong, Bo Dai, Alekh Agarwal, Csaba Szepesvári, Dale Schuurmans
Stochastic Gradient Succeeds for Bandits. ICML (2023)
Yunlong Hou, Vincent Y. F. Tan, Zixin Zhong
Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits. ICML (2023)
Yi Wei, Zixin Zhong, Vincent Y. F. Tan, Chan Wang
Fast Beam Alignment via Pure Exploration in Multi-armed Bandits. ISIT (2022)
Yi Wei, Zixin Zhong, Vincent Y. F. Tan
Fast Beam Alignment via Pure Exploration in Multi-armed Bandits. CoRR (2022)
Yunlong Hou, Vincent Y. F. Tan, Zixin Zhong
Almost Optimal Variance-Constrained Best Arm Identification. CoRR (2022)
Junwen Yang, Zixin Zhong, Vincent Y. F. Tan
Optimal Clustering with Bandit Feedback. CoRR (2022)
Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan
On the Pareto Frontier of Regret Minimization and Best Arm Identification in Stochastic Bandits. CoRR (2021)
Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan
Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions. ICML (2021)
Zixin Zhong, Wang Chi Chueng, Vincent Y. F. Tan
Thompson Sampling Algorithms for Cascading Bandits. J. Mach. Learn. Res. 22 (2021)
Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan
Best Arm Identification for Cascading Bandits in the Fixed Confidence Setting. ICML (2020)
Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan
Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions. CoRR (2020)
Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan
Best Arm Identification for Cascading Bandits in the Fixed Confidence Setting. CoRR (2020)
Wang Chi Cheung, Vincent Y. F. Tan, Zixin Zhong
A Thompson Sampling Algorithm for Cascading Bandits. AISTATS (2019)
Wang Chi Cheung, Vincent Y. F. Tan, Zixin Zhong
Thompson Sampling for Cascading Bandits. CoRR (2018)