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06/05/2023
Large-Scale Distributed Learning via Private On-Device Locality-Sensitive Hashing
Locality-sensitive hashing (LSH) based frameworks have been used efficie...
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10/25/2022
SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication
The decentralized Federated Learning (FL) setting avoids the role of a p...
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09/17/2021
Comfetch: Federated Learning of Large Networks on Memory-Constrained Clients via Sketching
A popular application of federated learning is using many clients to tra...
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08/20/2021
