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

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
The Effectiveness of Memory Replay in Large Scale Continual Learning

Oct 06, 2020
Yogesh Balaji, Mehrdad Farajtabar, Dong Yin, Alex Mott, Ang Li

* 15 pages 

  Access Paper or Ask Questions

SOLA: Continual Learning with Second-Order Loss Approximation

Jun 19, 2020
Dong Yin, Mehrdad Farajtabar, Ang Li


  Access Paper or Ask Questions

A maximum-entropy approach to off-policy evaluation in average-reward MDPs

Jun 17, 2020
Nevena Lazic, Dong Yin, Mehrdad Farajtabar, Nir Levine, Dilan Gorur, Chris Harris, Dale Schuurmans


  Access Paper or Ask Questions

An Efficient Framework for Clustered Federated Learning

Jun 07, 2020
Avishek Ghosh, Jichan Chung, Dong Yin, Kannan Ramchandran

* 20 pages, 4 figures and 1 table 

  Access Paper or Ask Questions

Mission Oriented Miniature Fixed-wing UAV Swarms: A Multi-layered and Distributed Architecture

Dec 13, 2019
Zhihong Liu, Xiangke Wang, Lincheng Shen, Shulong Zhao, Yirui Cong, Jie Li, Dong Yin, Shengde Jia, Xiaojia Xiang


  Access Paper or Ask Questions

A Strong Feature Representation for Siamese Network Tracker

Jul 18, 2019
Zhipeng Zhou, Rui Zhang, Dong Yin


  Access Paper or Ask Questions

Quantitative $W_1$ Convergence of Langevin-Like Stochastic Processes with Non-Convex Potential State-Dependent Noise

Jul 13, 2019
Xiang Cheng, Dong Yin, Peter L. Bartlett, Michael I. Jordan


  Access Paper or Ask Questions

A Fourier Perspective on Model Robustness in Computer Vision

Jun 21, 2019
Dong Yin, Raphael Gontijo Lopes, Jonathon Shlens, Ekin D. Cubuk, Justin Gilmer


  Access Paper or Ask Questions

Robust Federated Learning in a Heterogeneous Environment

Jun 16, 2019
Avishek Ghosh, Justin Hong, Dong Yin, Kannan Ramchandran

* 30 pages, 4 figures 

  Access Paper or Ask Questions

Improving Robustness Without Sacrificing Accuracy with Patch Gaussian Augmentation

Jun 06, 2019
Raphael Gontijo Lopes, Dong Yin, Ben Poole, Justin Gilmer, Ekin D. Cubuk


  Access Paper or Ask Questions

Rademacher Complexity for Adversarially Robust Generalization

Oct 29, 2018
Dong Yin, Kannan Ramchandran, Peter Bartlett


  Access Paper or Ask Questions

Defending Against Saddle Point Attack in Byzantine-Robust Distributed Learning

Sep 14, 2018
Dong Yin, Yudong Chen, Kannan Ramchandran, Peter Bartlett


  Access Paper or Ask Questions

Online Learning for Non-Stationary A/B Tests

May 27, 2018
Andrés Muñoz Medina, Sergei Vassilvitskii, Dong Yin


  Access Paper or Ask Questions

A framework with updateable joint images re-ranking for Person Re-identification

Mar 08, 2018
Mingyue Yuan, Dong Yin, Jingwen Ding, Yuhao Luo, Zhipeng Zhou, Chengfeng Zhu, Rui Zhang

* 23 pages,5 figures. submitted to JVCI 

  Access Paper or Ask Questions

Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates

Mar 05, 2018
Dong Yin, Yudong Chen, Kannan Ramchandran, Peter Bartlett


  Access Paper or Ask Questions

Gradient Diversity: a Key Ingredient for Scalable Distributed Learning

Jan 07, 2018
Dong Yin, Ashwin Pananjady, Max Lam, Dimitris Papailiopoulos, Kannan Ramchandran, Peter Bartlett


  Access Paper or Ask Questions

Distributed Sequence Memory of Multidimensional Inputs in Recurrent Networks

Jan 27, 2017
Adam Charles, Dong Yin, Christopher Rozell

* Journal of Machine Learning Research, 18:1-37 Jan. 2017 
* 37 pages, 3 figures 

  Access Paper or Ask Questions

Sliding-Window Optimization on an Ambiguity-Clearness Graph for Multi-object Tracking

Nov 28, 2015
Qi Guo, Le Dan, Dong Yin, Xiangyang Ji


  Access Paper or Ask Questions