Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Zhiyan Ding

On the Global Convergence of Gradient Descent for multi-layer ResNets in the mean-field regime


Oct 06, 2021
Zhiyan Ding, Shi Chen, Qin Li, Stephen Wright

* arXiv admin note: text overlap with arXiv:2105.14417 

  Access Paper or Ask Questions

Overparameterization of deep ResNet: zero loss and mean-field analysis


Jun 17, 2021
Zhiyan Ding, Shi Chen, Qin Li, Stephen Wright


  Access Paper or Ask Questions

Constrained Ensemble Langevin Monte Carlo


Feb 08, 2021
Zhiyan Ding, Qin Li


  Access Paper or Ask Questions

Random Coordinate Underdamped Langevin Monte Carlo


Oct 22, 2020
Zhiyan Ding, Qin Li, Jianfeng Lu, Stephen J. Wright


  Access Paper or Ask Questions

Random Coordinate Langevin Monte Carlo


Oct 03, 2020
Zhiyan Ding, Qin Li, Jianfeng Lu, Stephen J. Wright


  Access Paper or Ask Questions

Langevin Monte Carlo: random coordinate descent and variance reduction


Jul 29, 2020
Zhiyan Ding, Qin Li

* arXiv admin note: text overlap with arXiv:2006.06068 

  Access Paper or Ask Questions

Variance reduction for Langevin Monte Carlo in high dimensional sampling problems


Jun 21, 2020
Zhiyan Ding, Qin Li


  Access Paper or Ask Questions

Error Lower Bounds of Constant Step-size Stochastic Gradient Descent


Oct 18, 2019
Zhiyan Ding, Yiding Chen, Qin Li, Xiaojin Zhu


  Access Paper or Ask Questions