Causal Discovery with Attention-Based Convolutional Neural Networks.

Meike Nauta Doina Bucur Christin Seifert

Published in: Mach. Learn. Knowl. Extr. (2019)

Keyphrases

causal discovery
convolutional neural networks
causal models
causal relationships
causal structure
convolutional network
discovery process
bayesian networks
directed acyclic graph
markov blanket
conditional independence
observational data
data sets
real world
machine learning