Mixtures and products in two graphical models

We compare two statistical models of three binary random variables. One is a mixture model and the other is a product of mixtures model called a restricted Boltzmann machine. Although the two models we study look different from their parametrizations, we show that they represent the same set of dist...

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Bibliographic Details
Main Authors: Seigal, A, Montufar, G
Format: Journal article
Published: Journal of Algebraic Statistics 2018

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