Probabilistic Programming for Deep Learning

We propose the idea of deep probabilistic programming, a synthesis of advances for systems at the intersection of probabilistic modeling and deep learning. Such systems enable the development of new probabilistic models and inference algorithms that would otherwise be impossible: enabling unpreceden...

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Bibliographic Details
Main Author: Tran, Dustin
Language:English
Published: 2020
Subjects:
Online Access:https://doi.org/10.7916/d8-95c9-sj96