Muhammad Bilal Zafar

Fairness Beyond Disparate Treatment & Disparate Impact

Muhammad Bilal Zafar, Isabel Valera, Manuel Gomez-Rodriguez et al. · 2017 · 590 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +25

Fairness Beyond Disparate Treatment & Disparate Impact: Learning\n Classification without Disparate Mistreatment

Muhammad Bilal Zafar, Isabel Valera, Manuel Gomez-Rodriguez et al. · arXiv (Cornell University) · 2016 · 585 citations · Full text

Fairness Constraints: A Flexible Approach for Fair Classification

Muhammad Bilal Zafar, Isabel Valera, Manuel Gomez-Rodriguez et al. · MPG.PuRe (Max Planck Society) · 2019 · 188 citations

Engineering, Bias, Discrimination +7

Beyond Distributive Fairness in Algorithmic Decision Making: Feature Selection for Procedurally Fair Learning

Nina Grgić-Hlača, Muhammad Bilal Zafar, Krishna P. Gummadi et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 182 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +24

Quantifying Search Bias

Juhi Kulshrestha, Motahhare Eslami, Johnnatan Messias et al. · 2017 · 142 citations

Engineering, Behavioral Decision Making, Public Opinion +22