A Simultaneous Discover-Identify Approach to Causal Inference in Linear Models.

Chi Zhang Bryant Chen Judea Pearl

Published in: AAAI (2020)

Keyphrases

linear models
causal inference
variable selection
linear model
causal models
gaussian processes
linear regression
additive noise
abductive reasoning
machine learning
nonmonotonic reasoning
prior knowledge
multi class
least squares
discrete data