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The University of Texas at Austin
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Bayesian mixture-of-experts models can achieve robust density and parameter estimation with adaptive expert selection, fundamentally reshaping our approach to complex probabilistic modeling.
Know how confident you can be in your clusters: this new framework propagates density estimation uncertainty to the clustering structure itself.