Muhammad Ali

Discrimination through Optimization

Muhammad Ali, Piotr Sapieżyński, Miranda Bogen et al. · Proceedings of the ACM on Human-Computer Interaction · 2019 · 258 citations · Full text

Business, Economics, Marketing +14

Potential for Discrimination in Online Targeted Advertising

Till Speicher, Muhammad Ali, Giridhari Venkatadri et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2018 · 120 citations

Business, Marketing, Marketing Management +15

Discrimination through Optimization: How Facebook's Ad Delivery Can Lead to Biased Outcomes

Muhammad Ali, Piotr Sapieżyński, Miranda Bogen et al. · arXiv (Cornell University) · 2019 · 116 citations · Full text

Business, Economics, Marketing +14

Discrimination through optimization: How Facebook's ad delivery can lead to skewed outcomes

Muhammad Ali, Piotr Sapieżyński, Miranda Bogen et al. · arXiv (Cornell University) · 2019 · 74 citations · Full text

Business, Economics, Marketing +14

Ad Delivery Algorithms

Muhammad Ali, Piotr Sapieżyński, Aleksandra Korolova et al. · 2021 · 48 citations · Full text

Public Affairs, Political Communication, Political Science +17