ADEV: Sound Automatic Differentiation of Expected Values of Probabilistic Programs.

Alexander K. Lew Mathieu Huot Sam Staton Vikash K. Mansinghka

Published in: CoRR (2022)

Keyphrases

expected values
data driven
fully automatic
semi automatic
probabilistic model
generative model
context sensitive
belief networks
machine learning
bayesian networks
small number
markov random field
probabilistic logic programs