Granger Causal Inference in Multivariate Hawkes Processes by Minimum Message Length.

Katerina Hlavácková-Schindler Anna Melnykova Irene Tubikanec

Published in: CoRR (2023)

Keyphrases

minimum message length
causal inference
finite mixtures
unsupervised learning
additive noise
discrete data
expectation maximization
abductive reasoning
feature vectors
causal models
nonmonotonic reasoning
rare events
machine learning
image processing
pattern recognition