A Linearly Convergent Algorithm for Decentralized Optimization: Sending
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A Linearly Convergent Algorithm for Decentralized Optimization: Sending Less Bits for Free!

3 November 2020

Anastasia Koloskova

Peter Richtárik

Sebastian U. Stich

Papers citing "A Linearly Convergent Algorithm for Decentralized Optimization: Sending Less Bits for Free!"

14 / 14 papers shown

Title
Scalable Decentralized Learning with Teleportation Yuki Takezawa Sebastian U. Stich 64 1 0 25 Jan 2025
Communication Compression for Byzantine Robust Learning: New Efficient Algorithms and Improved Rates Ahmad Rammal Kaja Gruntkowska Nikita Fedin Eduard A. Gorbunov Peter Richtárik 45 5 0 15 Oct 2023
CEDAS: A Compressed Decentralized Stochastic Gradient Method with Improved Convergence Kun-Yen Huang Shin-Yi Pu 35 9 0 14 Jan 2023
Non-Coherent Over-the-Air Decentralized Gradient Descent Nicolò Michelusi 29 6 0 19 Nov 2022
Quantization for decentralized learning under subspace constraints Roula Nassif Stefan Vlaski Marco Carpentiero Vincenzo Matta Marc Antonini Ali H. Sayed 30 29 0 16 Sep 2022
BEER: Fast $O(1/T)$ Rate for Decentralized Nonconvex Optimization with Communication Compression Haoyu Zhao Boyue Li Zhize Li Peter Richtárik Yuejie Chi 29 48 0 31 Jan 2022
Distributed Adaptive Learning Under Communication Constraints Marco Carpentiero Vincenzo Matta Ali H. Sayed 29 17 0 03 Dec 2021
Scalable Average Consensus with Compressed Communications Taha Toghani César A. Uribe 22 7 0 14 Sep 2021
Decentralized Composite Optimization with Compression Yao Li Xiaorui Liu Jiliang Tang Ming Yan Kun Yuan 27 9 0 10 Aug 2021
A Field Guide to Federated Optimization Jianyu Wang Zachary B. Charles Zheng Xu Gauri Joshi H. B. McMahan ... Mi Zhang Tong Zhang Chunxiang Zheng Chen Zhu Wennan Zhu FedML 187 412 0 14 Jul 2021
Innovation Compression for Communication-efficient Distributed Optimization with Linear Convergence Jiaqi Zhang Keyou You Lihua Xie 8 32 0 14 May 2021
Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices Max Ryabinin Eduard A. Gorbunov Vsevolod Plokhotnyuk Gennady Pekhimenko 35 32 0 04 Mar 2021
Communication-efficient Distributed Cooperative Learning with Compressed Beliefs Taha Toghani César A. Uribe 27 15 0 14 Feb 2021
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications Jihong Park S. Samarakoon Anis Elgabli Joongheon Kim M. Bennis Seong-Lyun Kim Mérouane Debbah 34 161 0 06 Aug 2020