Sparse-Push: Communication- & Energy-Efficient Decentralized Distributed Learning over Directed & Time-Varying Graphs with non-IID Datasets

10 February 2021

Papers citing "Sparse-Push: Communication- & Energy-Efficient Decentralized Distributed Learning over Directed & Time-Varying Graphs with non-IID Datasets"

6 / 6 papers shown

Title
Energy-Aware Decentralized Learning with Intermittent Model Training Akash Dhasade Paolo Dini Elia Guerra Anne-Marie Kermarrec M. Miozzo Rafael Pires Rishi Sharma M. Vos 38 0 0 01 Jul 2024
AdaGossip: Adaptive Consensus Step-size for Decentralized Deep Learning with Communication Compression Sai Aparna Aketi Abolfazl Hashemi Kaushik Roy 24 0 0 09 Apr 2024
CoDeC: Communication-Efficient Decentralized Continual Learning Sakshi Choudhary Sai Aparna Aketi Gobinda Saha Kaushik Roy CLL 45 3 0 27 Mar 2023
Neighborhood Gradient Clustering: An Efficient Decentralized Learning Method for Non-IID Data Distributions Sai Aparna Aketi Sangamesh Kodge Kaushik Roy 17 4 0 28 Sep 2022
On Generalization of Decentralized Learning with Separable Data Hossein Taheri Christos Thrampoulidis FedML 27 10 0 15 Sep 2022
Low Precision Decentralized Distributed Training over IID and non-IID Data Sai Aparna Aketi Sangamesh Kodge Kaushik Roy MQ 12 9 0 17 Nov 2021