Robust Federated Training via Collaborative Machine Teaching using Trusted Instances

8 May 2019

Papers citing "Robust Federated Training via Collaborative Machine Teaching using Trusted Instances"

14 / 14 papers shown

Title
Analyzing Federated Learning through an Adversarial Lens A. Bhagoji Supriyo Chakraborty Prateek Mittal S. Calo FedML 244 1,044 0 29 Nov 2018
Teaching Inverse Reinforcement Learners via Features and Demonstrations Luis Haug Sebastian Tschiatschek Adish Singla 59 51 0 21 Oct 2018
Learning to Teach Yang Fan Fei Tian Tao Qin Xiang-Yang Li Tie-Yan Liu 19 17 0 09 May 2018
Teacher Improves Learning by Selecting a Training Subset Yuzhe Ma Robert D. Nowak Philippe Rigollet Xuezhou Zhang Xiaojin Zhu 24 13 0 25 Feb 2018
Understanding the Role of Adaptivity in Machine Teaching: The Case of Version Space Learners Yuxin Chen Adish Singla Oisin Mac Aodha Pietro Perona Yisong Yue 20 49 0 14 Feb 2018
Training Set Debugging Using Trusted Items Xuezhou Zhang Xiaojin Zhu Stephen J. Wright 35 73 0 24 Jan 2018
Towards Black-box Iterative Machine Teaching Weiyang Liu Bo Dai Xingguo Li Zhen Liu James M. Rehg Le Song 36 56 0 21 Oct 2017
Iterative Machine Teaching Weiyang Liu Bo Dai Ahmad Humayun C. Tay Chen Yu Linda B. Smith James M. Rehg Le Song 83 142 0 30 May 2017
CoCoA: A General Framework for Communication-Efficient Distributed Optimization Virginia Smith Simone Forte Chenxin Ma Martin Takáč Michael I. Jordan Martin Jaggi 44 272 0 07 Nov 2016
Federated Learning: Strategies for Improving Communication Efficiency Jakub Konecný H. B. McMahan Felix X. Yu Peter Richtárik A. Suresh Dave Bacon FedML 267 4,620 0 18 Oct 2016
The Teaching Dimension of Linear Learners Ji Liu Xiaojin Zhu 32 65 0 07 Dec 2015
Communication-Efficient Distributed Dual Coordinate Ascent Martin Jaggi Virginia Smith Martin Takáč Jonathan Terhorst S. Krishnan Thomas Hofmann Michael I. Jordan 52 353 0 04 Sep 2014
Machine Teaching for Bayesian Learners in the Exponential Family Xiaojin Zhu 46 89 0 20 Jun 2013
Identifying Mislabeled Training Data C. Brodley M. Friedl 65 968 0 01 Jun 2011