Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models.

Yuta Saito Shota Yasui

Published in: ICML (2020)

Keyphrases

cross validation
model selection
probabilistic model
causal inference
unseen data
information criterion
em algorithm
prior knowledge
experimental data
data mining
training set
bayesian framework
probability distribution
generative model
learning algorithm
prior information
hyperparameters
discrete data