|Discrimination through optimization: How Facebook's Ad delivery can lead to biased outcomes|
M Ali, P Sapiezynski, M Bogen, A Korolova, A Mislove, A Rieke
Proceedings of the ACM on human-computer interaction 3 (CSCW), 1-30, 2019
|Help wanted: An examination of hiring algorithms, equity, and bias|
M Bogen, A Rieke
|All the ways hiring algorithms can introduce bias|
Harvard Business Review 6, 2019, 2019
|Awareness in practice: tensions in access to sensitive attribute data for antidiscrimination|
M Bogen, A Rieke, S Ahmed
Proceedings of the 2020 conference on fairness, accountability, and …, 2020
|Public scrutiny of automated decisions: Early lessons and emerging methods|
A Rieke, M Bogen, DG Robinson
|Adaptive Sampling Strategies to Construct Equitable Training Datasets|
W Cai, R Encarnacion, B Chern, S Corbett-Davies, M Bogen, S Bergman, ...
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022
|Fairness on the ground: Applying algorithmic fairness approaches to production systems|
C Bakalar, R Barreto, S Bergman, M Bogen, B Chern, S Corbett-Davies, ...
arXiv preprint arXiv:2103.06172, 2021
|How Meta is working to assess fairness in relation to race in the US across its products and systems|
R Alao, M Bogen, J Miao, I Mironov, J Tannen
Meta Technical Report, 2021
|Leveling the platform: real transparency for paid messages on Facebook|
A Rieke, M Bogen
|Data ethics: Investing wisely in data at scale|
D Robinson, M Bogen
EFC: European Foundation Centre, 2016
|Casual Conversations v2: Designing a large consent-driven dataset to measure algorithmic bias and robustness|
C Hazirbas, Y Bang, T Yu, P Assar, B Porgali, V Albiero, S Hermanek, ...
arXiv preprint arXiv:2211.05809, 2022
|Towards Fairness in Personalized Ads Using Impression Variance Aware Reinforcement Learning|
AS Timmaraju, M Mashayekhi, M Chen, Q Zeng, Q Fettes, W Cheung, ...
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
|Toward fairness in personalized ads|
M Bogen, P Tripathi, A Srinivas Timmaraju, M Mashayekhi, Q Zeng, ...
Meta Technical Report, 2023
R Adler, N Becker, G Borges, M Hauer, J Heidrich, S Hilpisch, R Hoffmann, ...