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Emily Black
Emily Black
Assistant Professor of Computer Science, Barnard College, Columbia University
Verified email at barnard.edu - Homepage
Title
Cited by
Cited by
Year
Fliptest: fairness testing via optimal transport
E Black, S Yeom, M Fredrikson
Proceedings of the 2020 Conference on Fairness, Accountability, and …, 2020
852020
Model multiplicity: Opportunities, concerns, and solutions
E Black, M Raghavan, S Barocas
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022
472022
Feature-wise bias amplification
K Leino, E Black, M Fredrikson, S Sen, A Datta
arXiv preprint arXiv:1812.08999, 2018
472018
Consistent counterfactuals for deep models
E Black, Z Wang, M Fredrikson, A Datta
arXiv preprint arXiv:2110.03109, 2021
372021
Leave-one-out unfairness
E Black, M Fredrikson
Proceedings of the 2021 ACM Conference on Fairness, Accountability, and …, 2021
302021
Selective ensembles for consistent predictions
E Black, K Leino, M Fredrikson
arXiv preprint arXiv:2111.08230, 2021
232021
Algorithmic fairness and vertical equity: Income fairness with irs tax audit models
E Black, H Elzayn, A Chouldechova, J Goldin, D Ho
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022
212022
Evaluating facial recognition technology: a protocol for performance assessment in new domains
DE Ho, E Black, M Agrawala, L Fei-Fei
Denv. L. Rev. 98, 753, 2020
122020
A call for universities to develop requirements for community engagement in ai research
E Black, J Williams, MA Madaio, PL Donti
The Fair and Responsible AI Workshop at the 2020 CHI Conference on Human …, 2020
92020
Fliptest: Fairness auditing via optimal transport
E Black, S Yeom, M Fredrikson
CoRR, abs/1906.09218, 2019
72019
How regulators can get facial recognition technology right
DE Ho, E Black, M Agrawala, FF Li
Brookings Institution, 2020
32020
Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools
E Black, R Naidu, R Ghani, K Rodolfa, D Ho, H Heidari
Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms …, 2023
12023
Estimating and Implementing Conventional Fairness Metrics With Probabilistic Protected Features
H Elzayn, E Black, P Vossler, N Jo, J Goldin, DE Ho
arXiv preprint arXiv:2310.01679, 2023
12023
Less Discriminatory Algorithms
E Black, JL Koepke, P Kim, S Barocas, M Hsu
Available at SSRN, 2023
2023
ATRE, Nirav CMU-CS-22-117 BAKSHI, Ainesh CMU-CS-22-146 BALI, Shreya CMU-CS-22-126 BARRITT, Brian CMU-CS-22-125
B BERG, E BLACK, J BLAKLEY, S BOUCHER, E CHIANG, A CHUNG, ...
(Un) Fairness Along the AI Pipeline Problems and Solutions
E Black
Carnegie Mellon University, 0
2022 Theses by Author
S BALI, A BAKSHI, B BERG, E BLACK, S BOUCHER, A CHUNG, ...
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