Finite mixture models are typically inconsistent for the number of components

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NeurIPS Workshop on Machine Learning With Guarantees
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Diana Cai

I am broadly interested in probabilistic modeling, and in particular, theory and methods for robust, scalable, and nonparametric Bayesian modeling.