Exploring Machine Learning Variational Inference
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- David Blei, Rajesh Ranganath, Shakir Mohamed. One of the core problems of modern statistics and
In-Depth Information on Machine Learning Variational Inference
In this video, we break down Inference of probabilistic models using In real-world applications, the posterior over the latent variables Z given some data D is usually intractable. But we can use a ... In this video you will learn everything about
We find a surrogate posterior by maximizing the Evidence Lower Bound (ELBO). With a proposal distribution, this can be solved ...
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