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cs.LG2024★ 1 cited
Revisiting Ensembling in One-Shot Federated Learning
Youssef Allouah, Akash Dhasade, Rachid Guerraoui +5
Federated learning (FL) is an appealing approach to training machine learning models without sharing raw data. However, standard FL algorithms are iterative and thus induce a signi…
cs.DC2024★ 2 cited
PeerSwap: A Peer-Sampler with Randomness Guarantees
Rachid Guerraoui, Anne-Marie Kermarrec, Anastasiia Kucherenko +2
The ability of a peer-to-peer (P2P) system to effectively host decentralized applications often relies on the availability of a peer-sampling service, which provides each participa…