Yinyu Ye

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 18

Top Topics

Markov Decision Process

Linear Programming

Stochastic Optimization

Top Venues

Games Econ. Behav.

Publications

Jinsong Liu, Chenghan Xie, Qi Deng, Dongdong Ge, Yinyu Ye
Sketched Newton Value Iteration for Large-Scale Markov Decision Processes. AAAI (2024)
Tianyun Tang, Kim-Chuan Toh, Nachuan Xiao, Yinyu Ye
A Riemannian Dimension-Reduced Second-Order Method with Application in Sensor Network Localization. SIAM J. Sci. Comput. 46 (3) (2024)
Chenghan Xie, Chenxi Li, Chuwen Zhang, Qi Deng, Dongdong Ge, Yinyu Ye
Trust Region Methods for Nonconvex Stochastic Optimization beyond Lipschitz Smoothness. AAAI (2024)
Yushun Zhang, Congliang Chen, Ziniu Li, Tian Ding, Chenwei Wu, Yinyu Ye, Zhi-Quan Luo, Ruoyu Sun
Adam-mini: Use Fewer Learning Rates To Gain More. CoRR (2024)
Guanting Chen, Xiaocheng Li, Yinyu Ye
Technical Note - An Improved Analysis of LP-Based Control for Revenue Management. Oper. Res. 72 (3) (2024)
Tianhao Liu, Shanwen Pu, Dongdong Ge, Yinyu Ye
Learning to Pivot as a Smart Expert. AAAI (2024)
Wenzhi Gao, Chunlin Sun, Chenyu Xue, Dongdong Ge, Yinyu Ye
Decoupling Learning and Decision-Making: Breaking the O(√T) Barrier in Online Resource Allocation with First-Order Methods. CoRR (2024)
Jiashuo Jiang, Yinyu Ye
Achieving Õ(1/ε) Sample Complexity for Constrained Markov Decision Process. CoRR (2024)
Zihao Li, Hui Yuan, Kaixuan Huang, Chengzhuo Ni, Yinyu Ye, Minshuo Chen, Mengdi Wang
Diffusion Model for Data-Driven Black-Box Optimization. CoRR (2024)
Devansh Jalota, Marco Pavone, Qi Qi, Yinyu Ye
Fisher markets with linear constraints: Equilibrium properties and efficient distributed algorithms. Games Econ. Behav. 141 (2023)
Yanguang Chen, Wenzhi Gao, Dongdong Ge, Yinyu Ye
Pre-trained Mixed Integer Optimization through Multi-variable Cardinality Branching. CoRR (2023)
Jiyuan Tan, Chenyu Xue, Chuwen Zhang, Qi Deng, Dongdong Ge, Yinyu Ye
A Homogenization Approach for Gradient-Dominated Stochastic Optimization. CoRR (2023)
Xiaocheng Li, Chunlin Sun, Yinyu Ye
Simple and fast algorithm for binary integer and online linear programming. Math. Program. 200 (2) (2023)
Wenzhi Gao, Dongdong Ge, Chunlin Sun, Yinyu Ye
Solving Linear Programs with Fast Online Learning Algorithms. ICML (2023)
Wenzhi Gao, Zhaonan Qu, Madeleine Udell, Yinyu Ye
Scalable Approximate Optimal Diagonal Preconditioning. CoRR (2023)
Jinsong Liu, Chenghan Xie, Qi Deng, Dongdong Ge, Yinyu Ye
Stochastic Dimension-reduced Second-order Methods for Policy Optimization. CoRR (2023)
Zhengyuan Zhou, Panayotis Mertikopoulos, Nicholas Bambos, Peter W. Glynn, Yinyu Ye
Distributed Stochastic Optimization with Large Delays. Math. Oper. Res. 47 (3) (2022)
Xiaocheng Li, Yinyu Ye
Online Linear Programming: Dual Convergence, New Algorithms, and Regret Bounds. Oper. Res. 70 (5) (2022)