Chris Junchi Li
University of California, Berkeley
H-index: 13
North America-United States
Top articles of Chris Junchi Li
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A General Continuous-Time Formulation of Stochastic ADMM and Its Variants | arXiv preprint arXiv:2404.14358 | Chris Junchi Li | 2024/4/22 |
Optimal Extragradient-Based Algorithms for Stochastic Variational Inequalities with Separable Structure | Advances in Neural Information Processing Systems | Angela Yuan Chris Junchi Li Gauthier Gidel Michael Jordan Quanquan Gu | 2024/2/13 |
Nonconvex stochastic scaled gradient descent and generalized eigenvector problems | Chris Junchi Li Michael I Jordan | 2023/7/2 | |
A general framework for sample-efficient function approximation in reinforcement learning | arXiv preprint arXiv:2209.15634 | Zixiang Chen Chris Junchi Li Angela Yuan Quanquan Gu Michael I Jordan | 2022/9/30 |
Accelerating inexact hypergradient descent for bilevel optimization | Haikuo Yang Luo Luo Chris Junchi Li Michael Jordan Maryam Fazel | 2023/12/13 | |
Optimal Extragradient-Based Stochastic Bilinearly-Coupled Saddle-Point Optimization | Simon S Du Gauthier Gidel Michael I Jordan Chris Junchi Li | 2022/10/20 | |
Root-sgd: Sharp nonasymptotics and asymptotic efficiency in a single algorithm | Chris Junchi Li Wenlong Mou Martin Wainwright Michael Jordan | 2022/6/28 | |
On the convergence of stochastic extragradient for bilinear games using restarted iteration averaging | Chris Junchi Li Yaodong Yu Nicolas Loizou Gauthier Gidel Yi Ma | 2022/5/3 | |
Stochastic approximation for online tensorial independent component analysis | Chris Junchi Li Michael Jordan | 2021/7/21 | |
On the fast convergence of random perturbations of the gradient flow | Asymptotic Analysis | Jiaojiao Yang Wenqing Hu Chris Junchi Li | 2021/1/1 |
On linear stochastic approximation: Fine-grained Polyak-Ruppert and non-asymptotic concentration | Wenlong Mou Chris Junchi Li Martin J Wainwright Peter L Bartlett Michael I Jordan | 2020/7/15 | |
Stochastic modified equations for continuous limit of stochastic ADMM | arXiv preprint arXiv:2003.03532 | Xiang Zhou Huizhuo Yuan Chris Junchi Li Qingyun Sun | 2020/3/7 |
