Compressed Distributed Gradient Descent: Communication-Efficient
Consensus over Networks

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Compressed Distributed Gradient Descent: Communication-Efficient Consensus over Networks

10 December 2018

Elizabeth S. Bentley

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Papers citing "Compressed Distributed Gradient Descent: Communication-Efficient Consensus over Networks"

13 / 13 papers shown

Title
Multi-Tier Computing-Enabled Digital Twin in 6G Networks Kunlun Wang Yongyi Tang T. Duong Saeed R. Khosravirad O. Dobre G. Karagiannidis AI4CE 84 3 0 28 Dec 2023
Serverless Federated AUPRC Optimization for Multi-Party Collaborative Imbalanced Data Mining Xidong Wu Zhengmian Hu Jian Pei Heng Huang 103 12 0 06 Aug 2023
DIAMOND: Taming Sample and Communication Complexities in Decentralized Bilevel Optimization Pei-Yuan Qiu Yining Li Zhuqing Liu Prashant Khanduri Jia Liu Ness B. Shroff Elizabeth S. Bentley K. Turck 96 4 0 05 Dec 2022
Quantization for decentralized learning under subspace constraints Roula Nassif Stefan Vlaski Marco Carpentiero Vincenzo Matta Marc Antonini Ali H. Sayed 97 30 0 16 Sep 2022
Finite-Bit Quantization For Distributed Algorithms With Linear Convergence Nicolò Michelusi G. Scutari Chang-Shen Lee MQ 71 27 0 23 Jul 2021
Crossover-SGD: A gossip-based communication in distributed deep learning for alleviating large mini-batch problem and enhancing scalability Sangho Yeo Minho Bae Minjoong Jeong Oh-Kyoung Kwon Sangyoon Oh 68 3 0 30 Dec 2020
Asynchronous Decentralized Learning of a Neural Network Xinyue Liang Alireza M. Javid Mikael Skoglund Saikat Chatterjee 56 8 0 10 Apr 2020
Private and Communication-Efficient Edge Learning: A Sparse Differential Gaussian-Masking Distributed SGD Approach Xin Zhang Minghong Fang Jia-Wei Liu Zhengyuan Zhu FedML 89 27 0 12 Jan 2020
Distributed Fixed Point Methods with Compressed Iterates Sélim Chraibi Ahmed Khaled D. Kovalev Peter Richtárik Adil Salim Martin Takávc FedML 55 17 0 20 Dec 2019
Communication-Efficient Network-Distributed Optimization with Differential-Coded Compressors Xin Zhang Jia-Wei Liu Zhengyuan Zhu Elizabeth S. Bentley 42 7 0 06 Dec 2019
FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization Amirhossein Reisizadeh Aryan Mokhtari Hamed Hassani Ali Jadbabaie Ramtin Pedarsani FedML 264 777 0 28 Sep 2019
Robust and Communication-Efficient Collaborative Learning Amirhossein Reisizadeh Hossein Taheri Aryan Mokhtari Hamed Hassani Ramtin Pedarsani 103 93 0 24 Jul 2019
An Exact Quantized Decentralized Gradient Descent Algorithm Amirhossein Reisizadeh Aryan Mokhtari Hamed Hassani Ramtin Pedarsani 110 126 0 29 Jun 2018