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Unsupervised Learning: Difference between revisions
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==Generative Models== | ==Generative Models== | ||
===VAEs=== | ===VAEs=== | ||
Variational Auto-Encoders<br> | |||
[https://arxiv.org/abs/1606.05908 Tutorial]<br> | |||
====KL Divergence==== | |||
[[Wikipedia:Kullback–Leibler divergence]]<br> | |||
Kullback–Leibler divergence<br> | |||
<math>KL(P \Vert Q) =E_{P}\left[ \log(\frac{P(X)}{Q(X)} \right]</math> | |||