D-Cliques: Compensating for Data Heterogeneity with Topology in Decentralized Federated Learning

Author:

Bellet Aurelien1,Kermarrec Anne-Marie2,Lavoie Erick2

Affiliation:

1. Inria,Lille,France

2. EPFL,Switzerland

Funder

French National Research Agency (ANR)

Publisher

IEEE

Reference39 articles.

1. Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs;zantedeschi;AISTATS,2020

2. Cross-Gradient Aggregation for Decentralized Learning from Non-IID data;esfandiari;Tech Rep,2021

3. Decentralized Collaborative Learning of Personalized Models over Networks;vanhaesebrouck;AISTATS,2017

4. Gossip-based computation of aggregate information

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