15 paper(s) uploaded by qinglingustc.

Index Title Upload Time Modified Time
11

Communication-censored linearized ADMM for decentralized consensus optimization

Weiyu Li Yaohua Liu Zhi Tian Qing Ling

Optimization and Control mathscidoc:2004.27006

IEEE Transactions on Signal and Information Processing over Networks, 2020
[ Download ] [ 2020-04-27 01:27:53 uploaded by qinglingustc ] [ 552 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 
2020-04-27 01:27:53 -
12

Communication-censored distributed stochastic gradient descent

Weiyu Li USTC Tianyi Chen RPI Liping Li USTC Zhaoxian Wu SYSU Qing Ling SYSU

Optimization and Control mathscidoc:2004.27008

IEEE Transactions on Neural Networks and Learning Systems, 2020
[ Download ] [ 2020-04-27 01:39:38 uploaded by qinglingustc ] [ 551 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 
2020-04-27 01:39:38 -
13

Federated variance-reduced stochastic gradient descent with robustness to Byzantine attacks

Zhaoxian Wu SYSU Qing Ling SYSU Tianyi Chen RPI Georgios Giannakis UMN

Optimization and Control mathscidoc:2004.27009

IEEE Transactions on Signal Processing, 2020
[ Download ] [ 2020-04-27 01:41:19 uploaded by qinglingustc ] [ 681 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 
2020-04-27 01:41:19 -
14

Can primal methods outperform primal-dual methods in decentralized dynamic optimization?

Kun Yuan UCLA Wei Xu USTC Qing Ling SYSU

Optimization and Control mathscidoc:2004.27010

IEEE Transactions on Signal Processing, 2020
[ Download ] [ 2020-04-27 01:42:40 uploaded by qinglingustc ] [ 581 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 
2020-04-27 01:42:40 -
15

RSA: Byzantine-robust stochastic aggregation methods for distributed learning from heterogeneous datasets

Liping Li Wei Xu Tianyi Chen Georgios Giannakis Qing Ling

Optimization and Control mathscidoc:2004.27012

AAAI, 2019
[ Download ] [ 2020-04-27 01:45:30 uploaded by qinglingustc ] [ 949 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 
2020-04-27 01:45:30 -
 
Contact us: office-iccm@tsinghua.edu.cn | Copyright Reserved