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20222026
most citedA Selective Review on Statistical Methods for Massive Data Computation: Distributed Computing, Subsampling, and Minibatch Techniques

22 citations · 22 across the 11 of their papers we have counts for

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stat.ML2024

Decentralized EM Algorithm for Gaussian Mixtures under Data Heterogeneity and Partial Labeling

Xuetong Li, Shuyuan Wu, Bin Du +1

We systematically study several network-based Expectation-Maximization (EM) algorithms for the Gaussian mixture model within decentralized federated learning (DFL). Our theoretical…