On the Direction of Discrimination: An Information-Theoretic Analysis of Disparate Impact in Machine Learning

16 January 2018

Papers citing "On the Direction of Discrimination: An Information-Theoretic Analysis of Disparate Impact in Machine Learning"

2 / 2 papers shown

Title
Repairing without Retraining: Avoiding Disparate Impact with Counterfactual Distributions Hao Wang Berk Ustun Flavio du Pin Calmon FaML 36 83 0 29 Jan 2019
Distill-and-Compare: Auditing Black-Box Models Using Transparent Model Distillation S. Tan R. Caruana Giles Hooker Yin Lou MLAU 28 180 0 17 Oct 2017