Communication-Computation Efficient Gradient Coding

9 February 2018

Papers citing "Communication-Computation Efficient Gradient Coding"

25 / 75 papers shown

Title
Optimal Server Selection for Straggler MitigationIEEE/ACM Transactions on Networking (TON), 2019 Ajay Badita Parimal Parag Vaneet Aggarwal 106 17 0 14 Nov 2019
Election Coding for Distributed Learning: Protecting SignSGD against Byzantine AttacksNeural Information Processing Systems (NeurIPS), 2019 Jy-yong Sohn Dong-Jun Han Beongjun Choi Jaekyun Moon FedML 246 39 0 14 Oct 2019
Orchestrating the Development Lifecycle of Machine Learning-Based IoT Applications: A Taxonomy and Survey Bin Qian Jie Su Z. Wen D. N. Jha Yinhao Li ... Albert Y. Zomaya Omer F. Rana Lizhe Wang Maciej Koutny R. Ranjan 185 4 0 11 Oct 2019
Associative Convolutional Layers H. Omidvar Vahideh Akhlaghi M. Franceschetti Rajesh K. Gupta 142 1 0 10 Jun 2019
LAGC: Lazily Aggregated Gradient Coding for Straggler-Tolerant and Communication-Efficient Distributed LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019 Jingjing Zhang Osvaldo Simeone 160 35 0 22 May 2019
Gradient Coding Based on Block Designs for Mitigating Adversarial StragglersInternational Symposium on Information Theory (ISIT), 2019 S. Kadhe O. O. Koyluoglu Kannan Ramchandran 114 32 0 30 Apr 2019
Harmonic Coding: An Optimal Linear Code for Privacy-Preserving Gradient-Type ComputationInternational Symposium on Information Theory (ISIT), 2019 Qian-long Yu A. Avestimehr 123 15 0 30 Apr 2019
Gradient Coding with Clustering and Multi-message CommunicationData Science Workshop (DS), 2019 Emre Ozfatura Deniz Gunduz S. Ulukus 109 40 0 05 Mar 2019
CodeNet: Training Large Scale Neural Networks in Presence of Soft-Errors Sanghamitra Dutta Ziqian Bai Tze Meng Low P. Grover 198 18 0 04 Mar 2019
On Maintaining Linear Convergence of Distributed Learning and Optimization under Limited Communication Sindri Magnússon H. S. Ghadikolaei Na Li 267 85 0 26 Feb 2019
ErasureHead: Distributed Gradient Descent without Delays Using Approximate Gradient Coding Hongyi Wang Zachary B. Charles Dimitris Papailiopoulos 110 56 0 28 Jan 2019
Heterogeneity-aware Gradient Coding for Straggler Tolerance Yining Qi Song Guo Bin Tang Ruixuan Li Chengjie Li 169 21 0 27 Jan 2019
Fundamental Limits of Approximate Gradient Coding Sinong Wang Jiashang Liu Ness B. Shroff 175 44 0 23 Jan 2019
Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air Mohammad Mohammadi Amiri Deniz Gunduz 320 58 0 03 Jan 2019
An Application of Storage-Optimal MatDot Codes for Coded Matrix Multiplication: Fast k-Nearest Neighbors Estimation Utsav Sheth Sanghamitra Dutta Malhar Chaudhari Haewon Jeong Yaoqing Yang J. Kohonen Teemu Roos P. Grover 202 39 0 28 Nov 2018
A Unified Coded Deep Neural Network Training Strategy Based on Generalized PolyDot Codes for Matrix Multiplication Sanghamitra Dutta Ziqian Bai Haewon Jeong Tze Meng Low P. Grover 141 113 0 27 Nov 2018
Distributed Gradient Descent with Coded Partial Gradient ComputationsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018 Emre Ozfatura S. Ulukus Deniz Gunduz 166 41 0 22 Nov 2018
Computation Scheduling for Distributed Machine Learning with Straggling Workers Mohammad Mohammadi Amiri Deniz Gunduz FedML 207 3 0 23 Oct 2018
Speeding Up Distributed Gradient Descent by Utilizing Non-persistent Stragglers Emre Ozfatura Deniz Gunduz S. Ulukus 225 79 0 07 Aug 2018
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 248 423 0 04 Jun 2018
Scaling Neural Machine Translation Myle Ott Sergey Edunov David Grangier Michael Auli AIMat 385 634 0 01 Jun 2018
Polynomially Coded Regression: Optimal Straggler Mitigation via Data Encoding Songze Li Seyed Mohammadreza Mousavi Kalan Qian-long Yu Mahdi Soltanolkotabi A. Avestimehr 134 49 0 24 May 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 261 207 0 03 Mar 2018
Coded Computing for Distributed Graph Analytics Saurav Prakash Amirhossein Reisizadeh Ramtin Pedarsani A. Avestimehr 198 51 0 17 Jan 2018
Gradient Coding from Cyclic MDS Codes and Expander Graphs Netanel Raviv Itzhak Tamo Rashish Tandon A. Dimakis 154 189 0 12 Jul 2017