Applications of probabilistic programming

<p>This thesis describes work on two applications of probabilistic programming: the learning of probabilistic program code given specifications, in particular program code of one-dimensional samplers; and the facilitation of sequential Monte Carlo inference with help of data-driven proposal...

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Bibliographic Details
Main Author: Perov, Y
Other Authors: Wood, F
Format: Thesis
Language:English
Published: 2015
Subjects: