Huizhuo Yuan

Stochastic Modified Equations for Continuous Limit of Stochastic ADMM pdf

Qingyun Sun, Chris Junchi Li, Xiang Zhou, 2020, ArXiv.

Differential Inclusions for Modeling Nonsmooth ADMM Variants: A Continuous Limit Theory

Yuren Zhou, Qingyun Sun, Chris Junchi Li, 2019, ICML.

Stochastic Recursive Momentum for Policy Gradient Methods pdf

Ji Liu, Xiangru Lian, Huizhuo Yuan, 2020, ArXiv.

Efficient Smooth Non-Convex Stochastic Compositional Optimization via Stochastic Recursive Gradient Descent

Xiangru Lian, Wenqing Hu, Chris Junchi Li, 2019, NeurIPS.

Stochastic Recursive Momentum Method for Non-Convex Compositional Optimization

Wenqing Hu, Huizhuo Yuan, Wenqing Hu, 2020, 2006.01688.

Stochastic Recursive Variance Reduction for Efficient Smooth Non-Convex Compositional Optimization pdf

Ji Liu, Xiangru Lian, Huizhuo Yuan, 2019, ArXiv.

Policy Optimization via Stochastic Recursive Gradient Algorithm

Yuren Zhou, Chris Junchi Li, Huizhuo Yuan, 2018 .