Datasheets for datasets T Gebru, J Morgenstern, B Vecchione, JW Vaughan, H Wallach, HD Iii, ... Communications of the ACM 64 (12), 86-92, 2021 | 2311 | 2021 |
Algorithmic auditing and social justice: Lessons from the history of audit studies B Vecchione, K Levy, S Barocas Proceedings of the 1st ACM Conference on Equity and Access in Algorithms …, 2021 | 57 | 2021 |
Recommending podcasts for cold-start users based on music listening and taste Z Nazari, C Charbuillet, J Pages, M Laurent, D Charrier, B Vecchione, ... Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020 | 27 | 2020 |
AI auditing: The broken bus on the road to AI accountability A Birhane, R Steed, V Ojewale, B Vecchione, ID Raji 2024 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 612-643, 2024 | 13 | 2024 |
Towards AI Accountability Infrastructure: Gaps and Opportunities in AI Audit Tooling V Ojewale, R Steed, B Vecchione, A Birhane, ID Raji arXiv preprint arXiv:2402.17861, 2024 | 10 | 2024 |
Auditing work: Exploring the New York City algorithmic bias audit regime L Groves, J Metcalf, A Kennedy, B Vecchione, A Strait The 2024 ACM Conference on Fairness, Accountability, and Transparency, 1107-1120, 2024 | 4 | 2024 |
Null Compliance: NYC Local Law 144 and the challenges of algorithm accountability L Wright, RM Muenster, B Vecchione, T Qu, P Cai, A Smith, ... The 2024 ACM Conference on Fairness, Accountability, and Transparency, 1701-1713, 2024 | 2 | 2024 |
SoK: AI Auditing: The Broken Bus on the Road to AI Accountability A Birhane, R Steed, V Ojewale, B Vecchione, ID Raji 2nd IEEE Conference on Secure and Trustworthy Machine Learning, 2024 | 1 | 2024 |
Navigating the Complexities of Algorithmic Auditing: Challenges and Considerations B Vecchione Cornell University, 2023 | | 2023 |
Datasheets for Datasets Documentation to facilitate communication between dataset creators and consumers. T Gebru, J Morgenstern, B Vecchione, JW Vaughan, H Wallach, ... | | |