Reliable Causal Discovery with Improved Exact Search and Weaker Assumptions.

Ignavier Ng Yujia Zheng Jiji Zhang Kun Zhang

Published in: NeurIPS (2021)

Keyphrases

causal discovery
search algorithm
causal models
search space
observational data
data sets
directed acyclic graph
causal relationships
conditional independence
linear non gaussian
learning algorithm
bayesian networks
sufficient conditions
markov blanket