| Excerpt from Datasheets for Datasets T Gebru, J Morgenstern, B Vecchione, JW Vaughan, H Wallach, H Daumé, ... Ethics of Data and Analytics, 148-156, 2022 | | 2022 |
| Assessing the Fairness of AI Systems: AI Practitioners' Processes, Challenges, and Needs for Support M Madaio, L Egede, H Subramonyam, J Wortman Vaughan, H Wallach Proceedings of the ACM on Human-Computer Interaction 6 (CSCW1), 1-26, 2022 | 3 | 2022 |
| Doubly non-central beta matrix factorization for DNA methylation data A Schein, A Nagulpally, H Wallach, P Flaherty Uncertainty in Artificial Intelligence, 1895-1904, 2021 | 1 | 2021 |
| Datasheets for datasets T Gebru, J Morgenstern, B Vecchione, JW Vaughan, H Wallach, HD Iii, ... Communications of the ACM 64 (12), 86-92, 2021 | 715 | 2021 |
| From Human Explanation to Model Interpretability: A Framework Based on Weight of Evidence DA Melis, H Kaur, H Daumé III, H Wallach, JW Vaughan Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 9 …, 2021 | 3* | 2021 |
| Stereotyping Norwegian salmon: an inventory of pitfalls in fairness benchmark datasets SL Blodgett, G Lopez, A Olteanu, R Sim, H Wallach Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021 | 22 | 2021 |
| Designing disaggregated evaluations of AI systems: Choices, considerations, and tradeoffs S Barocas, A Guo, E Kamar, J Krones, MR Morris, JW Vaughan, ... Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 368-378, 2021 | 9 | 2021 |
| Responsible computing during COVID-19 and beyond S Barocas, AJ Biega, M Boyarskaya, K Crawford, HD Iii, M Dudík, B Fish, ... Communications of the ACM 64 (7), 30-32, 2021 | | 2021 |
| Manipulating and measuring model interpretability F Poursabzi-Sangdeh, DG Goldstein, JM Hofman, JW Wortman Vaughan, ... Proceedings of the 2021 CHI conference on human factors in computing systems …, 2021 | 348 | 2021 |
| Proceedings of the First Workshop on Bridging Human–Computer Interaction and Natural Language Processing SL Blodgett, M Madaio, B O'Connor, H Wallach, Q Yang Proceedings of the First Workshop on Bridging Human–Computer Interaction and …, 2021 | | 2021 |
| Measurement and fairness AZ Jacobs, H Wallach Proceedings of the 2021 ACM conference on fairness, accountability, and …, 2021 | 105 | 2021 |
| On the relationships between the grammatical genders of inanimate nouns and their co-occurring adjectives and verbs A Williams, R Cotterell, L Wolf-Sonkin, D Blasi, H Wallach Transactions of the Association for Computational Linguistics 9, 139-159, 2021 | 10 | 2021 |
| Summarize with Caution: Comparing Global Feature Attributions A Okeson, R Caruana, N Craswell, K Inkpen, SM Lundberg, H Nori, ... Data Engineering, 14, 2021 | | 2021 |
| Language (Technology) is Power: A Critical Survey of "Bias" in NLP SL Blodgett, S Barocas, H Daumé III, H Wallach arXiv preprint arXiv:2005.14050, 2020 | 304 | 2020 |
| Fairlearn: A toolkit for assessing and improving fairness in AI S Bird, M Dudík, R Edgar, B Horn, R Lutz, V Milan, M Sameki, H Wallach, ... Microsoft, Tech. Rep. MSR-TR-2020-32, 2020 | 76 | 2020 |
| SPID: A new database for inferring public policy innovativeness and diffusion networks FJ Boehmke, M Brockway, BA Desmarais, JJ Harden, S LaCombe, ... Policy studies journal 48 (2), 517-545, 2020 | 34 | 2020 |
| Co-designing checklists to understand organizational challenges and opportunities around fairness in AI MA Madaio, L Stark, J Wortman Vaughan, H Wallach Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems …, 2020 | 124 | 2020 |
| Interpreting interpretability: understanding data scientists' use of interpretability tools for machine learning H Kaur, H Nori, S Jenkins, R Caruana, H Wallach, J Wortman Vaughan Proceedings of the 2020 CHI conference on human factors in computing systems …, 2020 | 181 | 2020 |
| Toward fairness in AI for people with disabilities: A research roadmap A Guo, E Kamar, JW Vaughan, H Wallach, MR Morris ACM SIGACCESS Accessibility and Computing, 1-1, 2020 | 53 | 2020 |
| Bridging the gap from AI ethics research to practice K Baxter, Y Schlesinger, S Aerni, L Baker, J Dawson, K Kenthapadi, ... Proceedings of the 2020 Conference on Fairness, Accountability, and …, 2020 | 2 | 2020 |
David MimnoAssociate Professor, Cornell UniversityVerified email at cornell.edu
