832 citations · 1.3k across the 79 of their papers we have counts for
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stat.ML2012★ 2 cited
Kernels and Submodels of Deep Belief Networks
Guido F. Montufar, Jason Morton
We study the mixtures of factorizing probability distributions represented as visible marginal distributions in stochastic layered networks. We take the perspective of kernel trans…
stat.ML2012★ 6 cited
Scaling of Model Approximation Errors and Expected Entropy Distances
Guido F. Montufar, Johannes Rauh
We compute the expected value of the Kullback-Leibler divergence to various fundamental statistical models with respect to canonical priors on the probability simplex. We obtain cl…