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most citedAchieving Efficient Distributed Machine Learning Using a Novel Non-Linear Class of Aggregation Functions

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cs.LG2023

A Unified Momentum-based Paradigm of Decentralized SGD for Non-Convex Models and Heterogeneous Data

Haizhou Du, Chengdong Ni

Emerging distributed applications recently boosted the development of decentralized machine learning, especially in IoT and edge computing fields. In real-world scenarios, the comm…