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Efficient and Reliable Overlay Networks for Decentralized Federated Learning

Journal Article · · SIAM Journal of Applied Mathematics
DOI:https://doi.org/10.1137/21m1465081· OSTI ID:1980778
Not provided.
Research Organization:
Purdue Univ., West Lafayette, IN (United States)
Sponsoring Organization:
USDOE Office of Science (SC)
DOE Contract Number:
SC0021142;
OSTI ID:
1980778
Journal Information:
SIAM Journal of Applied Mathematics, Journal Name: SIAM Journal of Applied Mathematics Journal Issue: 4 Vol. 82; ISSN 0036-1399
Publisher:
Society for Industrial and Applied Mathematics (SIAM)
Country of Publication:
United States
Language:
English

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Privacy for Free: Wireless Federated Learning via Uncoded Transmission With Adaptive Power Control journal January 2021
Push-SAGA: A Decentralized Stochastic Algorithm With Variance Reduction Over Directed Graphs journal January 2022
Fast distributed coordinate descent for non-strongly convex losses conference September 2014
Exploiting Unintended Feature Leakage in Collaborative Learning conference May 2019
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Federated Learning With Differential Privacy: Algorithms and Performance Analysis journal January 2020
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