Learning Neurosymbolic Generative Models via Program Synthesis.

Halley Young Osbert Bastani Mayur Naik

Published in: ICML (2019)

Keyphrases

generative model
program synthesis
discriminative learning
boltzmann machine
prior knowledge

hidden variables
parameter learning
representational power
discriminative models
learning process

bayesian framework
learning tasks
supervised learning
reinforcement learning
learning problems

learning algorithm
pairwise
support vector
bayesian networks