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Ari Seff
What are Normalizing Flows?
This short tutorial covers the basics of normalizing flows, a technique used in machine learning to build up complex probability distributions by transforming simple ones. Timestamps: 0:00 - Intro 0:33 - Bijective transformation 1:18 - Change of variables formula 2:08 - Jacobian determinant 4:28 - Generative model likelihood 5:49 - Comparison ...
99.9K views
Dec 6, 2019
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