Fairness-Aware Learning for Continuous Attributes and Treatments

Detecting Novel Associations in Large Data Sets

David N. Reshef, Yakir Reshef, Hilary K. Finucane et al. · Science · 2011 · 3.3K citations

Fairness through awareness

Cynthia Dwork, Moritz Hardt, Toniann Pitassi et al. · 2012 · 3.3K citations

Engineering, Discrimination, Fairness Through Awareness +17

Equality of Opportunity in Supervised Learning

Moritz Hardt, Eric Price, Nathan Srebro · arXiv (Cornell University) · 2016 · 1.9K citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Certifying and Removing Disparate Impact

Michael Feldman, Sorelle A. Friedler, John Moeller et al. · 2015 · 1.7K citations

Protected Class, Discrimination, Law +16

Efficient and Adaptive Estimation for Semiparametric Models.

Peter J. Bickel, Chris A. J. Klaassen, Ya’acov Ritov et al. · Biometrics · 1994 · 1.4K citations

Parameter Estimation, Engineering, Semiparametric Models +4