Yinyu Ye

13

Papers

22

Total Citations

Papers (13)

Trust Region Methods for Nonconvex Stochastic Optimization beyond Lipschitz Smoothness

Solver-Informed RL: Grounding Large Language Models for Authentic Optimization Modeling

A Single-Loop Robust Policy Gradient Method for Robust Markov Decision Processes

Sketched Newton Value Iteration for Large-Scale Markov Decision Processes

Decoupling Learning and Decision-Making: Breaking the $\mathcal{O}(\sqrt{T})$ Barrier in Online Resource Allocation with First-Order Methods

Simple and Fast Algorithm for Binary Integer and Online Linear Programming

Distributionally Robust Local Non-parametric Conditional Estimation

Strong NP-Hardness for Sparse Optimization with Concave Penalty Functions

Distributed Asynchronous Optimization with Unbounded Delays: How Slow Can You Go?

Learning in Games with Lossy Feedback

Near-Optimal Time and Sample Complexities for Solving Markov Decision Processes with a Generative Model

Interior-Point Methods Strike Back: Solving the Wasserstein Barycenter Problem

Conic Descent and its Application to Memory-efficient Optimization over Positive Semidefinite Matrices