Miranda Bogen
Miranda Bogen
Facebook (Responsible AI)
Bestätigte E-Mail-Adresse bei
Zitiert von
Zitiert von
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
Upturn, 2018
All the ways hiring algorithms can introduce bias
M Bogen
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
Upturn, 2018
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
Upturn, 2018
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
Literatur-und Quellenverzeichnis
R Adler, N Becker, G Borges, M Hauer, J Heidrich, S Hilpisch, R Hoffmann, ...
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