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Furong Huang

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#federated learning Open access Sep 2026

SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication

Reference implementation of SWIFT, a wait-free decentralized federated learning algorithm in which clients never block on one another: each broadcasts its model to its neighbours and averages in whatever has arrived. SWIFT is the first asynchronous decentralized federated learning algorithm to obtain the optimal O(1/sq...

Marco Bornstein, Tahseen Rabbani, Evan Wang et al. · 0 citations
#federated learning Open access Sep 2026

SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication

Reference implementation of SWIFT, a wait-free decentralized federated learning algorithm in which clients never block on one another: each broadcasts its model to its neighbours and averages in whatever has arrived. SWIFT is the first asynchronous decentralized federated learning algorithm to obtain the optimal O(1/sq...

Marco Bornstein, Tahseen Rabbani, Evan Wang et al. · 0 citations

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