Papaya: Practical, Private, and Scalable Federated Learning

Cross-device Federated Learning (FL) is a distributed learning paradigm with several challenges that differentiate it from traditional distributed learning, variability in the system characteristics on each device, and millions of clients coordinating with a central server being primary ones. Most F...

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Hauptverfasser:	Huba, Dzmitry, Nguyen, John, Malik, Kshitiz, Zhu, Ruiyu, Rabbat, Mike, Yousefpour, Ashkan, Wu, Carole-Jean, Zhan, Hongyuan, Ustinov, Pavel, Srinivas, Harish, Wang, Kaikai, Shoumikhin, Anthony, Min, Jesik, Malek, Mani
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Distributed, Parallel, and Cluster Computing Computer Science - Learning
Online-Zugang:	Volltext bestellen
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