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

Add to Chrome

Add to Firefox

Picture for Tao Sun

Tao Sun

On Markov Chain Gradient Descent

Sep 12, 2018
Tao Sun, Yuejiao Sun, Wotao Yin

Figure 1 for On Markov Chain Gradient Descent

Figure 2 for On Markov Chain Gradient Descent

Access Paper or Ask Questions

A convergence framework for inexact nonconvex and nonsmooth algorithms and its applications to several iterations

Aug 10, 2018
Tao Sun, Hao Jiang, Lizhi Cheng, Wei Zhu

Figure 1 for A convergence framework for inexact nonconvex and nonsmooth algorithms and its applications to several iterations

Access Paper or Ask Questions

LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning

May 30, 2018
Tianyi Chen, Georgios B. Giannakis, Tao Sun, Wotao Yin

Figure 1 for LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning

Figure 2 for LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning

Figure 3 for LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning

Figure 4 for LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning

* Fix a typo in equation (11)

Access Paper or Ask Questions

On the complexity of convex inertial proximal algorithms

Jan 24, 2018
Tao Sun, Penghang Yin

Access Paper or Ask Questions

Differentially Private Learning of Undirected Graphical Models using Collective Graphical Models

Jun 14, 2017
Garrett Bernstein, Ryan McKenna, Tao Sun, Daniel Sheldon, Michael Hay, Gerome Miklau

Figure 1 for Differentially Private Learning of Undirected Graphical Models using Collective Graphical Models

Figure 2 for Differentially Private Learning of Undirected Graphical Models using Collective Graphical Models

Figure 3 for Differentially Private Learning of Undirected Graphical Models using Collective Graphical Models

* Accepted to ICML 2017

Access Paper or Ask Questions