GP-Select: Accelerating EM Using Adaptive Subspace Preselection
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DOI: 10.1162/neco_a_00982
Abstract: We propose a nonparametric procedure to achieve fast inference in generative graphical models when the number of latent states is very large. The approach is based on iterative latent variable preselection, where we alternate between… read more here.
Keywords: select accelerating; preselection; selection; using adaptive ... See more keywords