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Abstract: This paper presents a novel gradient compression method for federated learning (FL) in wireless systems. The proposed method centers on a low-rank matrix factorization strategy for local ...
Companion animal sheltering and welfare organizations play a critical role in advancing human, animal, and environmental health and welfare, however there has been significant debate over the past ...
Abstract: We propose a novel decomposition framework for the distributed optimization of Difference Convex (DC)-type nonseparable sum-utility functions subject to coupling convex constraints. A major ...