RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed
Learning from Heterogeneous Datasets

RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets

9 November 2018

Liping Li

Papers citing "RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets"

17 / 217 papers shown

Title
Adversary-resilient Distributed and Decentralized Statistical Inference and Machine Learning: An Overview of Recent Advances Under the Byzantine Threat Model Zhixiong Yang Arpita Gang W. Bajwa OOD AAML 20 16 0 23 Aug 2019
BRIDGE: Byzantine-resilient Decentralized Gradient Descent Cheng Fang Zhixiong Yang W. Bajwa 19 96 0 21 Aug 2019
SPOCC: Scalable POssibilistic Classifier Combination -- toward robust aggregation of classifiers Mahmoud Albardan John Klein O. Colot 8 5 0 18 Aug 2019
GraphSW: a training protocol based on stage-wise training for GNN-based Recommender Model Chang-You Tai Meng-Ru Wu Yun-Wei Chu Shao-Yu Chu 11 3 0 13 Aug 2019
Who, Where, and What to Wear? Extracting Fashion Knowledge from Social Media Yunshan Ma Xun Yang Lizi Liao Yixin Cao Tat-Seng Chua 11 49 0 12 Aug 2019
Recent Advances in Deep Learning for Object Detection Xiongwei Wu Doyen Sahoo Guosheng Lin VLM ObjD 35 800 0 10 Aug 2019
Making Neural Networks FAIR Anna Nguyen T. Weller Michael Färber York Sure-Vetter 14 11 0 26 Jul 2019
A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection Yue Liu Zeyi Wen Zhaomin Wu Sixu Hu Naibo Wang Yuan N. Li Xu Liu Bingsheng He FedML 37 975 0 23 Jul 2019
Data Encoding for Byzantine-Resilient Distributed Optimization Deepesh Data Linqi Song Suhas Diggavi FedML 16 33 0 05 Jul 2019
Ekar: An Explainable Method for Knowledge Aware Recommendation Weiping Song Zhijian Duan Ziqing Yang Haozhe Zhu Ming Zhang Jian Tang CML 29 15 0 22 Jun 2019
Robust Federated Learning in a Heterogeneous Environment Avishek Ghosh Justin Hong Dong Yin Kannan Ramchandran OOD FedML 24 214 0 16 Jun 2019
Secure Distributed On-Device Learning Networks With Byzantine Adversaries Yanjie Dong Julian Cheng Md. Jahangir Hossain Victor C. M. Leung FedML 12 23 0 03 Jun 2019
Relational Collaborative Filtering:Modeling Multiple Item Relations for Recommendation Xin Xin Xiangnan He Yongfeng Zhang Yongdong Zhang J. Jose 15 161 0 29 Apr 2019
DuBox: No-Prior Box Objection Detection via Residual Dual Scale Detectors Shuai Chen Jinpeng Li Chuanqi Yao Wenbo Hou Shuo Qin Wenyao Jin Xu Tang ObjD 25 7 0 15 Apr 2019
A Framework for Automated Pop-song Melody Generation with Piano Accompaniment Arrangement Ziyu Wang Gus Xia 6 3 0 28 Dec 2018
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Yuchen Zhang Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 33 5,416 0 20 Dec 2018
Securing Distributed Gradient Descent in High Dimensional Statistical Learning Lili Su Jiaming Xu FedML 137 35 0 26 Apr 2018