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Emily Black
Emily Black
Assistant Professor of Computer Science, Barnard College, Columbia University
Dirección de correo verificada de barnard.edu - Página principal
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Fliptest: fairness testing via optimal transport
E Black, S Yeom, M Fredrikson
Proceedings of the 2020 conference on fairness, accountability, and …, 2020
1142020
Model multiplicity: Opportunities, concerns, and solutions
E Black, M Raghavan, S Barocas
Proceedings of the 2022 ACM conference on fairness, accountability, and …, 2022
1102022
Feature-wise bias amplification
K Leino, E Black, M Fredrikson, S Sen, A Datta
arXiv preprint arXiv:1812.08999, 2018
602018
Consistent counterfactuals for deep models
E Black, Z Wang, M Fredrikson, A Datta
arXiv preprint arXiv:2110.03109, 2021
552021
Leave-one-out unfairness
E Black, M Fredrikson
Proceedings of the 2021 ACM Conference on Fairness, Accountability, and …, 2021
452021
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
382022
Selective ensembles for consistent predictions
E Black, K Leino, M Fredrikson
arXiv preprint arXiv:2111.08230, 2021
322021
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
152023
Spectral analysis of molecular dynamics simulations on PDZ: MD sectors
B Lakhani, KM Thayer, E Black, DL Beveridge
Journal of Biomolecular Structure and Dynamics 38 (3), 781-790, 2020
152020
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
152020
Less discriminatory algorithms
E Black, JL Koepke, PT Kim, S Barocas, M Hsu
Geo. LJ 113, 53, 2024
132024
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
102020
Fliptest: Fairness auditing via optimal transport
E Black, S Yeom, M Fredrikson
CoRR, abs/1906.09218, 2019
82019
D-hacking
E Black, T Gillis, ZY Hall
Proceedings of the 2024 ACM Conference on Fairness, Accountability, and …, 2024
72024
Generative monoculture in large language models
F Wu, E Black, V Chandrasekaran
arXiv preprint arXiv:2407.02209, 2024
52024
The Legal Duty to Search for Less Discriminatory Algorithms
E Black, L Koepke, P Kim, S Barocas, M Hsu
arXiv preprint arXiv:2406.06817, 2024
32024
Estimating and implementing conventional fairness metrics with probabilistic protected features
H Elzayn, E Black, P Vossler, N Jo, J Goldin, DE Ho
2024 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 161-193, 2024
32024
How regulators can get facial recognition technology right
DE Ho, E Black, M Agrawala, FF Li
< bound method Organization. get_name_with_acronym of< Organization …, 2020
32020
Domain Shift and Emerging Questions in Facial Recognition Technology
DE Ho, E Black, M Agrwawala, FF Li
policy brief, Stanford University Human-Centered Artificial Intelligence …, 2020
32020
(Un) Fairness Along the AI Pipeline Problems and Solutions
E Black
Carnegie Mellon University, 2022
12022
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Artículos 1–20