| The promise and peril of human evaluation for model interpretability B Herman arXiv preprint arXiv:1711.07414, 2017 | 185 | 2017 |
| 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 | 162 | 2020 |
| 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 | 77 | 2021 |
| Synthetic data for social good B Howe, J Stoyanovich, H Ping, B Herman, M Gee arXiv preprint arXiv:1710.08874, 2017 | 49 | 2017 |
| 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 | 20 | 2021 |
| Rethinking streaming machine learning evaluation S Shankar, B Herman, AG Parameswaran arXiv preprint arXiv:2205.11473, 2022 | 13 | 2022 |
| 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 | 10 | 2022 |
| 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 | 10 | 2022 |
| 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 | 9 | 2019 |
| 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, ... Proceedings of the 2024 ACM Conference on Fairness, Accountability, and …, 2024 | 6 | 2024 |
| The promise and peril of human evaluation for model interpretability. arXiv 2017 B Herman arXiv preprint arXiv:1711.07414 8, 2021 | 6 | 2021 |
| 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 | 6 | 2020 |
| 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 | 6 | 2015 |
| 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 | 3 | 2022 |
| Epistemic parity: Reproducibility as an evaluation metric for differential privacy L Rosenblatt, B Herman, A Holovenko, W Lee, J Loftus, E McKinnie, ... ACM SIGMOD Record 53 (1), 65-74, 2024 | 2 | 2024 |
| 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 | 1 | 2022 |
| 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 | 1 | 2017 |
| 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 | 1 | 2017 |
| 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 | |
| Black Women Getting a Seat at the Table in the Video Game Industry. T Miles, B Herman, C Aragon, S Evans International Journal of Organizational Diversity 24 (2), 2024 | | 2024 |
