Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized
Machine Learning

Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning

23 October 2019

Amrit Singh Bedi

Chaouki Ben Issaid

Vaneet Aggarwal

Papers citing "Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning"

10 / 10 papers shown

Title
Decentralized Projection-free Online Upper-Linearizable Optimization with Applications to DR-Submodular Optimization Yiyang Lu M. Pedramfar Vaneet Aggarwal 86 0 0 30 Jan 2025
Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis Guangchen Lan Dong-Jun Han Abolfazl Hashemi Vaneet Aggarwal Christopher G. Brinton 124 15 0 09 Apr 2024
Rendering Wireless Environments Useful for Gradient Estimators: A Zero-Order Stochastic Federated Learning Method Elissa Mhanna Mohamad Assaad 41 1 0 30 Jan 2024
Distributed Optimization Methods for Multi-Robot Systems: Part II -- A Survey O. Shorinwa Trevor Halsted Javier Yu Mac Schwager 16 18 0 26 Jan 2023
Distributed Learning With Sparsified Gradient Differences Yicheng Chen Rick S. Blum Martin Takáč Brian M. Sadler 18 15 0 05 Feb 2022
Learning, Computing, and Trustworthiness in Intelligent IoT Environments: Performance-Energy Tradeoffs B. Soret L. Nguyen J. Seeger Arne Bröring Chaouki Ben Issaid S. Samarakoon Anis El Gabli V. Kulkarni M. Bennis P. Popovski 23 13 0 04 Oct 2021
Communication Efficient Distributed Learning with Censored, Quantized, and Generalized Group ADMM Chaouki Ben Issaid Anis Elgabli Jihong Park M. Bennis Mérouane Debbah FedML 21 13 0 14 Sep 2020
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 25 161 0 06 Aug 2020
rTop-k: A Statistical Estimation Approach to Distributed SGD L. P. Barnes Huseyin A. Inan Berivan Isik Ayfer Özgür 19 65 0 21 May 2020
Adaptive Federated Learning in Resource Constrained Edge Computing Systems Shiqiang Wang Tiffany Tuor Theodoros Salonidis K. Leung C. Makaya T. He Kevin S. Chan 144 1,685 0 14 Apr 2018