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most citedTutorial: Deriving the Standard Variational Autoencoder (VAE) Loss Function

47 citations · 62 across the 10 of their papers we have counts for

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cs.LG2019★ 47 cited

Tutorial: Deriving the Standard Variational Autoencoder (VAE) Loss Function

Stephen Odaibo

In Bayesian machine learning, the posterior distribution is typically computationally intractable, hence variational inference is often required. In this approach, an evidence lowe…

cs.LG2019

Is 'Unsupervised Learning' a Misconceived Term?

Stephen G. Odaibo

Is all of machine learning supervised to some degree? The field of machine learning has traditionally been categorized pedagogically into ; whe…