Robust Gradient Descent via Moment Encoding with LDPC Codes

22 May 2018

Papers citing "Robust Gradient Descent via Moment Encoding with LDPC Codes"

8 / 8 papers shown

Title
A Practical Algorithm Design and Evaluation for Heterogeneous Elastic Computing with Stragglers Nicholas Woolsey Joerg Kliewer Rong-Rong Chen Mingyue Ji 19 7 0 18 Jul 2021
Gradient Coding with Dynamic Clustering for Straggler-Tolerant Distributed Learning Baturalp Buyukates Emre Ozfatura S. Ulukus Deniz Gunduz 35 15 0 01 Mar 2021
Gradient Coding with Dynamic Clustering for Straggler Mitigation Baturalp Buyukates Emre Ozfatura S. Ulukus Deniz Gunduz 29 7 0 03 Nov 2020
LAGC: Lazily Aggregated Gradient Coding for Straggler-Tolerant and Communication-Efficient Distributed Learning Jingjing Zhang Osvaldo Simeone 18 31 0 22 May 2019
Gradient Coding with Clustering and Multi-message Communication Emre Ozfatura Deniz Gunduz S. Ulukus 26 38 0 05 Mar 2019
Lagrange Coded Computing: Optimal Design for Resiliency, Security and Privacy Qian-long Yu Songze Li Netanel Raviv Seyed Mohammadreza Mousavi Kalan Jinhyun So A. Avestimehr 47 382 0 04 Jun 2018
Polynomially Coded Regression: Optimal Straggler Mitigation via Data Encoding Songze Li Seyed Mohammadreza Mousavi Kalan Qian-long Yu Mahdi Soltanolkotabi A. Avestimehr 26 48 0 24 May 2018
Coded Computing for Distributed Graph Analytics Saurav Prakash Amirhossein Reisizadeh Ramtin Pedarsani A. Avestimehr 18 50 0 17 Jan 2018