Importance of Causal Models

Generalization in anti-causal learning

Authors: Niki Kilbertus, Giambattista Parascandolo, Bernhard Schölkopf | Published: 2018-12-03
FR Detection Mechanism
Generalization Performance
Importance of Causal Models

Counterfactual Fairness

Authors: Matt J. Kusner, Joshua R. Loftus, Chris Russell, Ricardo Silva | Published: 2017-03-20 | Updated: 2018-03-08
Creation of Fair AI Models
Importance of Causal Models
Measurement of Observational Fairness