Communication-Efficient Design for Quantized Decentralized Federated Learning

15 March 2023

Papers citing "Communication-Efficient Design for Quantized Decentralized Federated Learning"

5 / 5 papers shown

Title
FedDQ: Communication-Efficient Federated Learning with Descending Quantization Linping Qu Shenghui Song Chi-Ying Tsui FedML MQ 54 26 0 05 Oct 2021
NUQSGD: Provably Communication-efficient Data-parallel SGD via Nonuniform Quantization Ali Ramezani-Kebrya Fartash Faghri Ilya Markov V. Aksenov Dan Alistarh Daniel M. Roy MQ 51 30 0 28 Apr 2021
IntSGD: Adaptive Floatless Compression of Stochastic Gradients Konstantin Mishchenko Bokun Wang D. Kovalev Peter Richtárik 67 14 0 16 Feb 2021
FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization Amirhossein Reisizadeh Aryan Mokhtari Hamed Hassani Ali Jadbabaie Ramtin Pedarsani FedML 157 756 0 28 Sep 2019
Adaptive Federated Learning in Resource Constrained Edge Computing Systems Shiqiang Wang Tiffany Tuor Theodoros Salonidis K. Leung C. Makaya T. He Kevin S. Chan 138 1,663 0 14 Apr 2018