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most citedAlgorithms for Adaptive Experiments that Trade-off Statistical Analysis with Reward: Combining Uniform Random Assignment and Reward Maximization

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math.ST2025

Convergence and Optimality of the EM Algorithm Under Multi-Component Gaussian Mixture Models

Xin Bing, Dehan Kong, Bingqing Li

Gaussian mixture models (GMMs) are fundamental statistical tools for modeling heterogeneous data. Due to the nonconcavity of the likelihood function, the Expectation-Maximization (…