832 citations · 1.3k across the 79 of their papers we have counts for
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math.ST2010★ 2 cited
Mixture decompositions of exponential families using a decomposition of their sample spaces
Guido Montufar
We study the problem of finding the smallest such that every element of an exponential family can be written as a mixture of elements of another exponential family. We prop…
stat.ML2010
Refinements of Universal Approximation Results for Deep Belief Networks and Restricted Boltzmann Machines
Guido Montufar, Nihat Ay
We improve recently published results about resources of Restricted Boltzmann Machines (RBM) and Deep Belief Networks (DBN) required to make them Universal Approximators. We show t…