DARING: Differentiable Causal Discovery with Residual Independence.

Yue He Peng Cui Zheyan Shen Renzhe Xu Furui Liu Yong Jiang

Published in: KDD (2021)

Keyphrases

causal discovery
conditional independence
causal models
statistical independence
causal relationships

bayesian networks
causal structure
directed acyclic graph
discovery process
markov blanket

structure learning
random variables
graphical models
objective function

probability distribution
observational data
data sets
learning algorithm