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Bernease Herman
Bernease Herman
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Title
Cited by
Cited by
Year
The promise and peril of human evaluation for model interpretability
B Herman
arXiv preprint arXiv:1711.07414, 2017
1702017
Toward situated interventions for algorithmic equity: lessons from the field
M Katell, M Young, D Dailey, B Herman, V Guetler, A Tam, C Bintz, D Raz, ...
Proceedings of the 2020 conference on fairness, accountability, and …, 2020
1422020
An action-oriented AI policy toolkit for technology audits by community advocates and activists
PM Krafft, M Young, M Katell, JE Lee, S Narayan, M Epstein, D Dailey, ...
Proceedings of the 2021 ACM conference on fairness, accountability, and …, 2021
652021
Synthetic data for social good
B Howe, J Stoyanovich, H Ping, B Herman, M Gee
arXiv preprint arXiv:1710.08874, 2017
422017
Face Mis-ID: An interactive pedagogical tool demonstrating disparate accuracy rates in facial recognition
D Raz, C Bintz, V Guetler, A Tam, M Katell, D Dailey, B Herman, PM Krafft, ...
Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 895-904, 2021
132021
Rethinking streaming machine learning evaluation
S Shankar, B Herman, AG Parameswaran
arXiv preprint arXiv:2205.11473, 2022
82022
An algorithmic equity toolkit for technology audits by community advocates and activists
M Katell, M Young, B Herman, D Dailey, A Tam, V Guetler, C Binz, D Raz, ...
arXiv preprint arXiv:1912.02943, 2019
82019
Epistemic parity: reproducibility as an evaluation metric for differential privacy
L Rosenblatt, B Herman, A Holovenko, W Lee, J Loftus, E McKinnie, ...
arXiv preprint arXiv:2208.12700, 2022
62022
The promise and peril of human evaluation for model interpretability. arXiv 2017
B Herman
arXiv preprint arXiv:1711.07414 8, 2021
62021
Building an urban data science summer program at the University of Washington eScience Institute
A Rokem, C Aragon, A Arendt, B Fiore-Gartland, B Hazelton, J Hellerstein, ...
Bloomberg Data for Good Exchange Conference, 2015
62015
Integrative urban AI to expand coverage, access, and equity of urban data
B Howe, JM Brown, B Han, B Herman, N Weber, A Yan, S Yang, Y Yang
The European Physical Journal Special Topics 231 (9), 1741-1752, 2022
52022
Advancing diversity in human centered data science education through games
B Herman, C Aragon, S Evans, L Shanley
Proceedings of the Association for Information Science and Technology 57 (1 …, 2020
42020
Game Development as Speculative Design: Teaching Data Science Ethics Using Decentralized Research Groups
M Byun, S Evans, B Herman, C Aragon, D Rojas‐Ponce
Proceedings of the Association for Information Science and Technology 59 (1 …, 2022
22022
Ontologue: Declarative Benchmark Construction for Ontological Multi-Label Classification
ST Yang, B Herman, B Howe
Thirty-sixth Conference on Neural Information Processing Systems Datasets …, 2022
12022
Toward Situated Interventions for Algorithmic Equity: Lessons from the Field
M Young, D Dailey, V Guetler, A Tam, M Katell, B Herman, C Bintz, D Raz, ...
12020
Data science for urban equity: Making gentrification an accessible topic for data scientists, policymakers, and the community
B Herman, G Proksch, R Berney, H Dawkins, J Kovacs, Y Ma, J Rich, ...
arXiv preprint arXiv:1710.02447, 2017
12017
Data-driven decomposition of long-term echosounder time series from ocean observatories
WJ Lee, V Staneva, B Herman, A Aravkin
The Journal of the Acoustical Society of America 142 (4_Supplement), 2719-2719, 2017
12017
Visualizing Equity: A Data Science for Social Good Tool and Model for Seattle
R Berney, B Herman, G Proksch, H Dawkins, J Kovacs, Y Ma, J Rich, ...
Data Science for Social Good Conference, Chicago, Illinois USA. https://www …, 0
1
Student Perspectives on Learning and Teaching Data Ethics Through Speculative Game Design
N Devasia, A Figueroa, S Evans, B Herman, C Aragon
17th International Conference on Computer-Supported Collaborative Learning …, 2024
2024
Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings
R Wolfe, I Slaughter, B Han, B Wen, Y Yang, L Rosenblatt, B Herman, ...
The 2024 ACM Conference on Fairness, Accountability, and Transparency, 1199-1210, 2024
2024
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Articles 1–20