1 code implementation • 1 Nov 2018 • Valery Kharitonov, Dmitry Molchanov, Dmitry Vetrov
We study the Automatic Relevance Determination procedure applied to deep neural networks.
no code implementations • 5 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.