Articles with "gradient mcmc" as a keyword



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Learning Deep Generative Models With Doubly Stochastic Gradient MCMC

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Published in 2018 at "IEEE Transactions on Neural Networks and Learning Systems"

DOI: 10.1109/tnnls.2017.2688499

Abstract: Deep generative models (DGMs), which are often organized in a hierarchical manner, provide a principled framework of capturing the underlying causal factors of data. Recent work on DGMs focussed on the development of efficient and… read more here.

Keywords: doubly stochastic; mcmc; gradient mcmc; generative models ... See more keywords