Causal Discovery in Hawkes Processes by Minimum Description Length.

Amirkasra Jalaldoust Katerina Hlavácková-Schindler Claudia Plant

Published in: CoRR (2022)

Keyphrases

minimum description length
causal discovery
causal models
causal relationships
information theoretic
mdl principle
discovery process
bayesian networks
directed acyclic graph
conditional independence
causal structure
markov blanket
latent variables
probabilistic model
training data
e learning
real world