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Results tagged with generative-models
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user 77757
A probabilistic or statistical model thought about as describing how the values in a sample is actually generated, and not only as a description or approximation.
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Is the optimization of the Gaussian VAE well-posed?
I co-wrote a paper on this exact problem:
https://papers.nips.cc/paper/7642-leveraging-the-exact-likelihood-of-deep-latent-variable-models
We show that, as you thought, maximum-likelihood is ill-pos …
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