Decentralized Learning

Epidemic Learning
A randomized topology based decentralized learning algorithm.
Martijn de Vos, Sadegh Farhadkhani, Rachid Guerraoui, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma
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Get More for Less in Decentralized Learning Systems
A sparsification-based communication-efficient decentralized learning system.
Akash Dhasade, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic, Jeffrey Wigger
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Decentralized Learning Made Easy with DecentralizePy
Framework for development and deployment of decentralized learning systems.
Akash Dhasade, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic
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