Distributed learning

Communication-efficient and distributed learning over wireless networks:principles and applications

Jihong Park, Sumudu Samarakoon, Anis Elgabli, Joongheon Kim, Mehdi Bennis, Seong‐Lyun Kim, Mérouane Debbah

Citations: 222 • 2021

Fault-Tolerant Multi-Agent Optimization

Lili Su, Nitin H. Vaidya

Citations: 125 • 2016

Communication-Efficient Distributed Learning: An Overview

Xuanyu Cao, Tamer Başar, Suhas Diggavi, Yonina C. Eldar, Khaled B. Letaief, H. Vincent Poor, Junshan Zhang

Citations: 114 • 2023

Communication-Efficient Distributed Reinforcement Learning

Tianyi Chen, Kaiqing Zhang, Georgios B. Giannakis, Tamer Başar

Citations: 41 • 2018

Notice of Removal: Log-Scale Quantization in Distributed First-Order Methods: Gradient-Based Learning From Distributed Data

Mohammadreza Doostmohammadian, Muhammad I. Qureshi, Mohammad Hossein Khalesi, Hamid R. Rabiee, Usman A. Khan

Citations: 31 • 2025

Using communication to reduce locality in distributed multiagent learning

Maja J. Matarić

Citations: 28 • 1998

Learning distributed control for modular robots

Paulina Varshavskaya, Leslie Pack Kaelbling, Daniela Rus

Citations: 16 • 2005

An Innovative Hashgraph-based Federated Learning Approach for Multi Domain 5G Network Protection

Hisham A. Kholidy, Riaad Kamaludeen

Citations: 13 • 2022

Wide and Deep Graph Neural Networks with Distributed Online Learning

Zhan Gao, Alejandro Ribeiro, Fernando Gama

Citations: 12 • 2021

Adaptive Multi-Robot Cooperative Localization Based on Distributed Consensus Learning of Unknown Process Noise Uncertainty

Han Zhang, Fengchi Zhu, Yulong Huang, Yonggang Zhang

Citations: 12 • 2024

Towards Mobile Federated Learning with Unreliable Participants and Selective Aggregation

Leonardo Esteves, David Portugal, Paulo Peixoto, Gabriel Falcão

Citations: 7 • 2023

Adaptive Top-K in SGD for Communication-Efficient Distributed Learning in Multi-Robot Collaboration

M. Ruan, Guangfeng Yan, Yuanzhang Xiao, Linqi Song, Weitao Xu

Citations: 4 • 2024

Supporting Distributed Learning through Immersive Learning Environments

Carsten Lecon

Citations: 4 • 2024

Online Distributed ADMM on Networks

Saghar Hosseini, Airlie Chapman, Mehran Mesbahi

Citations: 4 • 2014

Coding for Distributed Multi-Agent Reinforcement Learning

Baoqian Wang, Junfei Xie, Nikolay Atanasov

Citations: 3 • 2021

Distributed ADMM over directed networks.

Kiran Rokade, Rachel Kalpana Kalaimani

Citations: 3 • 2021

Distributed Optimization in Machine Learning

Gauri Joshi

Citations: 2 • 2022

A Comparison of Consensus Strategies for Distributed Learning of Random Vector Functional-Link Networks

Roberto Fierimonte, Simone Scardapane, Massimo Panella, Aurelio Uncini

Citations: 2 • 2016

Distributed optimization for control and learning

Zhanhong Jiang

Citations: 2 • 2018

Proceedings of the 4th International Workshop on Distributed Machine Learning

Citations: 2 • 2023