Exploring Automatic Reparameterisation Of Probabilistic Programs

Exploring Automatic Reparameterisation Of Probabilistic Programs reveals several interesting facts.

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  • Presented at SPLASH-I 2018

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Abstract from Maria: Markov chain Monte Carlo (MCMC) algorithms can be used to approximate a Joost-Pieter Katoen (RWTH Aachen University) https://simons.berkeley.edu/talks/tbd-313 Synthesis of Models and Systems. Probabilistic programming "

Models, Inference and Algorithms Broad Institute of MIT and Harvard September 21, 2016 Alp Kucukelbir Columbia CS MIA ...

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