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Federated Communication-Efficient Multi-Objective Optimization

Published in arXiv (Cornell University) • Oct 21, 2024
NobleIDNI0P50W50R22S19
Authors:
Baris Askin
,
Pranay Sharma
,
Gauri Joshi

Abstract

We study a federated version of multi-objective optimization (MOO), where a single model is trained to optimize multiple objective functions. MOO has been extensively studied in the centralized setting but is less explored in federated or distributed settings. We propose FedCMOO, a novel communicati...

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