Sparsification

Noiseless Privacy-Preserving Decentralized Learning
A privacy preserving decentralized learning system based on virtual identities and model chunking.
Sayan Biswas, Mathieu Even, Anne-Marie Kermarrec, Laurent Massoulié, Rafael Pires, Rishi Sharma, Martijn de Vos
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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
PDF Cite DOI Code Slides NotebookLM (Not accurate)