Approximate Gradient Coding via Sparse Random Graphs

17 November 2017

Papers citing "Approximate Gradient Coding via Sparse Random Graphs"

12 / 12 papers shown

Title
Orthonormal Sketches for Secure Coded Regression Neophytos Charalambides Hessam Mahdavifar Mert Pilanci Alfred Hero 30 8 0 21 Jan 2022
A Survey on Fault-tolerance in Distributed Optimization and Machine Learning Shuo Liu AI4CE OOD 58 13 0 16 Jun 2021
Soft BIBD and Product Gradient Codes Animesh Sakorikar Lele Wang 29 5 0 11 May 2021
On Gradient Coding with Partial Recovery Sahasrajit Sarmasarkar V. Lalitha Nikhil Karamchandani 26 8 0 19 Feb 2021
Coded Computing for Low-Latency Federated Learning over Wireless Edge Networks Saurav Prakash S. Dhakal M. Akdeniz Yair Yona S. Talwar Salman Avestimehr N. Himayat FedML 35 92 0 12 Nov 2020
Communication-Efficient Gradient Coding for Straggler Mitigation in Distributed Learning S. Kadhe O. O. Koyluoglu Kannan Ramchandran 32 11 0 14 May 2020
LAGC: Lazily Aggregated Gradient Coding for Straggler-Tolerant and Communication-Efficient Distributed Learning Jingjing Zhang Osvaldo Simeone 18 31 0 22 May 2019
Robust Gradient Descent via Moment Encoding with LDPC Codes R. Maity A. S. Rawat A. Mazumdar 30 41 0 22 May 2018
DRACO: Byzantine-resilient Distributed Training via Redundant Gradients Lingjiao Chen Hongyi Wang Zachary B. Charles Dimitris Papailiopoulos 19 243 0 27 Mar 2018
Slow and Stale Gradients Can Win the Race: Error-Runtime Trade-offs in Distributed SGD Sanghamitra Dutta Gauri Joshi Soumyadip Ghosh Parijat Dube P. Nagpurkar 31 194 0 03 Mar 2018
Coded Computing for Distributed Graph Analytics Saurav Prakash Amirhossein Reisizadeh Ramtin Pedarsani A. Avestimehr 18 50 0 17 Jan 2018
Hierarchical Coding for Distributed Computing Hyegyeong Park Kangwook Lee Jy-yong Sohn Changho Suh Jaekyun Moon 28 74 0 15 Jan 2018