Counterfactual Normalization: Proactively Addressing Dataset Shift Using Causal Mechanisms

Adarsh Subbaswamy, Suchi Saria. Counterfactual Normalization: Proactively Addressing Dataset Shift Using Causal Mechanisms. In Amir Globerson, Ricardo Silva, editors, Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, UAI 2018, Monterey, California, USA, August 6-10, 2018. pages 947-957, AUAI Press, 2018. [doi]

Abstract

Abstract is missing.