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Xue, Chenyu
3 publications
UAI
2024
A Homogenization Approach for Gradient-Dominated Stochastic Optimization
Jiyuan Tan
,
Chenyu Xue
,
Chuwen Zhang
,
Qi Deng
,
Dongdong Ge
,
Yinyu Ye
ICML
2024
A Single-Loop Robust Policy Gradient Method for Robust Markov Decision Processes
Zhenwei Lin
,
Chenyu Xue
,
Qi Deng
,
Yinyu Ye
ICML
2024
Decoupling Learning and Decision-Making: Breaking the $\mathcal{O}(\sqrt{T})$ Barrier in Online Resource Allocation with First-Order Methods
Wenzhi Gao
,
Chunlin Sun
,
Chenyu Xue
,
Yinyu Ye