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Eric Weiss

2 accepted papers

2015

Deep Unsupervised Learning using Nonequilibrium Thermodynamics

ICML 2015poster

A central problem in machine learning involves modeling complex data-sets using highly flexible families of probability distributions in which learning, sampling, inference, and evaluation are still analytically or computationally tractable. Here, we develop an approach that simultaneously achieves…