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