Computationally and statistically efficient learning of causal Bayes nets using path queries.

Kevin Bello Jean Honorio

Published in: NeurIPS (2018)

Keyphrases

efficient learning
bayes nets
bayes net
path queries
shortest path
index structure
road network
bayesian networks
causal models
xml data
machine learning
structured prediction
pattern languages
causal reasoning
learning algorithm
main memory
multi dimensional
artificial intelligence