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Abstract: Decentralized Federated Learning (DFL) has emerged as a scalable and privacy-preserving framework for collaborative machine learning, enabling edge devices to train shared models without ...

Abstract: This paper tackles the issue of distributed consensus optimization in a time-varying directed topology network by employing the zero gradient sum (ZGS) algorithm. Initially, it is shown that ...

Introduction: The gut microbiome represents a key ecosystem influencing athletic performance through energy metabolism modulation, inflammatory response regulation, and recovery optimization in ...

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