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most citedEfficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles Between Client Data Subspaces

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math.OC2021

Decentralized Asynchronous Non-convex Stochastic Optimization on Directed Graphs

Vyacheslav Kungurtsev, Mahdi Morafah, Tara Javidi +1

Distributed Optimization is an increasingly important subject area with the rise of multi-agent control and optimization. We consider a decentralized stochastic optimization proble…