Search Results for author: Valery Kharitonov

Found 2 papers, 1 papers with code

Variational Dropout via Empirical Bayes

1 code implementation1 Nov 2018 Valery Kharitonov, Dmitry Molchanov, Dmitry Vetrov

We study the Automatic Relevance Determination procedure applied to deep neural networks.

Doubly Semi-Implicit Variational Inference

no code implementations5 Oct 2018 Dmitry Molchanov, Valery Kharitonov, Artem Sobolev, Dmitry Vetrov

Unlike discriminator-based and kernel-based approaches to implicit variational inference, DSIVI optimizes a proper lower bound on ELBO that is asymptotically exact.

Variational Inference

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