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Flexible Regularized Estimation in High-Dimensional Mixed Membership Models

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Mixed membership models are an extension of finite mixture models, where each observation can partially belong to more than one mixture component. A probabilistic framework for mixed membership models of high-dimensional continuous data is proposed with a focu... ...