Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals.

Wasim Ahmad Maha Shadaydeh Joachim Denzler

Published in: ICMLA (2021)

Keyphrases

causal inference
causal models
rare events
additive noise
social networks
discrete data
causal discovery
abductive reasoning
nonmonotonic reasoning
observational data
maximum likelihood
non stationary
directed acyclic graph
causal relationships