| Algorithmic impact assessments and accountability: The co-construction of impacts J Metcalf, E Moss, EA Watkins, R Singh, MC Elish Proceedings of the 2021 ACM conference on fairness, accountability, and …, 2021 | 158 | 2021 |
| " Help Me Help the AI": Understanding How Explainability Can Support Human-AI Interaction SSY Kim, EA Watkins, O Russakovsky, R Fong, A Monroy-Hernández Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems …, 2023 | 105 | 2023 |
| Human-Centered Explainable AI (HCXAI): beyond opening the black-box of AI U Ehsan, P Wintersberger, QV Liao, EA Watkins, C Manger, H Daumé III, ... CHI conference on human factors in computing systems extended abstracts, 1-7, 2022 | 82 | 2022 |
| Assembling accountability: algorithmic impact assessment for the public interest E Moss, EA Watkins, R Singh, MC Elish, J Metcalf Available at SSRN 3877437, 2021 | 81 | 2021 |
| When the Weakest Link is Strong: Secure Collaboration in the Case of the Panama Papers SE McGregor, EA Watkins, MN Al-Ameen, K Caine, F Roesner | 67 | 2017 |
| Repairing Innovation: A Study of Integrating AI in Clinical Care MC Elish, EA Watkins Data & Society Research Institute, 2020 | 63 | 2020 |
| The Möbius organizational form: Make, buy, cooperate, or co-opt? E Watkins, D Stark Sociologica 12 (1), 2018 | 53 | 2018 |
| Governing algorithmic systems with impact assessments: Six observations EA Watkins, E Moss, J Metcalf, R Singh, MC Elish Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 1010 …, 2021 | 34* | 2021 |
| The four-fifths rule is not disparate impact: a woeful tale of epistemic trespassing in algorithmic fairness EA Watkins, J Chen The 2024 ACM Conference on Fairness, Accountability, and Transparency, 764-775, 2024 | 33 | 2024 |
| “Security by Obscurity”: Journalists’ Mental Models of Information Security SE McGregor, EA Watkins Journal of the International Symposium for Online Journalism, 33, 2016 | 29 | 2016 |
| Sensemaking in a senseless world: 2018 workshop abstract DM Russell, G Convertino, A Kittur, P Pirolli, EA Watkins Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing …, 2018 | 27 | 2018 |
| Humans, ai, and context: Understanding end-users’ trust in a real-world computer vision application SSY Kim, EA Watkins, O Russakovsky, R Fong, A Monroy-Hernández Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023 | 17 | 2023 |
| Artificial concepts of artificial intelligence: institutional compliance and resistance in AI startups AA Winecoff, EA Watkins Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society, 788-799, 2022 | 16 | 2022 |
| “This seems to work”: Designing technological systems with the algorithmic imaginations of those who labor L Cameron, A Christin, M Ann DeVito, T R. Dillahunt, M Elish, M Gray, ... Extended abstracts of the 2021 CHI conference on human factors in computing …, 2021 | 16 | 2021 |
| Entanglements and Exploits: Sociotechnical Security as an Analytic Framework M Goerzen, EA Watkins, G Lim 9th {USENIX} Workshop on Free and Open Communications on the Internet ({FOCI …, 2019 | 16 | 2019 |
| Would You Slack That?: The Impact of Security and Privacy on Cooperative Newsroom Work SE McGregor, EA Watkins, K Caine Proc. ACM Hum.-Comput. Interaction, CSCW, 2017 | 16 | 2017 |
| Human-centered explainable AI (HCXAI): coming of age U Ehsan, P Wintersberger, EA Watkins, C Manger, G Ramos, JD Weisz, ... Extended abstracts of the 2023 CHI conference on human factors in computing …, 2023 | 15 | 2023 |
| Guide to Advertising Technology EA Watkins Columbia University Tow Center for Digital Journalism, 2018 | 13 | 2018 |
| Introducing v0. 5 of the ai safety benchmark from mlcommons B Vidgen, A Agrawal, AM Ahmed, V Akinwande, N Al-Nuaimi, N Alfaraj, ... arXiv preprint arXiv:2404.12241, 2024 | 12 | 2024 |
| “Have you learned your lesson?” Communities of practice under algorithmic competition EA Watkins New Media & Society 24 (7), 1567-1590, 2022 | 12 | 2022 |
Madeleine Clare ElishGoogle ResearchVerified email at columbia.edu
