| Certifying and removing disparate impact M Feldman, SA Friedler, J Moeller, C Scheidegger, ... proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015 | 2440 | 2015 |
| Machine-learning-assisted materials discovery using failed experiments P Raccuglia, KC Elbert, PDF Adler, C Falk, MB Wenny, A Mollo, M Zeller, ... Nature 533 (7601), 73-76, 2016 | 1632 | 2016 |
| Fairness and abstraction in sociotechnical systems AD Selbst, D Boyd, SA Friedler, S Venkatasubramanian, J Vertesi Proceedings of the conference on fairness, accountability, and transparency …, 2019 | 1288 | 2019 |
| A comparative study of fairness-enhancing interventions in machine learning SA Friedler, C Scheidegger, S Venkatasubramanian, S Choudhary, ... Proceedings of the conference on fairness, accountability, and transparency …, 2019 | 847 | 2019 |
| The (im) possibility of fairness: Different value systems require different mechanisms for fair decision making SA Friedler, C Scheidegger, S Venkatasubramanian Communications of the ACM 64 (4), 136-143, 2021 | 809 | 2021 |
| Runaway feedback loops in predictive policing D Ensign, SA Friedler, S Neville, C Scheidegger, S Venkatasubramanian Conference on Fairness, Accountability, and Transparency, 2018 | 529 | 2018 |
| Problems with Shapley-value-based explanations as feature importance measures IE Kumar, S Venkatasubramanian, C Scheidegger, S Friedler International conference on machine learning, 5491-5500, 2020 | 513 | 2020 |
| Auditing black-box models for indirect influence P Adler, C Falk, SA Friedler, T Nix, G Rybeck, C Scheidegger, B Smith, ... Knowledge and Information Systems 54, 95-122, 2018 | 408 | 2018 |
| Anthropogenic biases in chemical reaction data hinder exploratory inorganic synthesis X Jia, A Lynch, Y Huang, M Danielson, I Lang’at, A Milder, AE Ruby, ... Nature 573 (7773), 251-255, 2019 | 208 | 2019 |
| Blueprint for an AI Bill of Rights: Making Automated Systems Work for the American People TWHOST Policy https://bidenwhitehouse.archives.gov/ostp/ai-bill-of-rights/, 2022 | 117* | 2022 |
| Hiring by algorithm: predicting and preventing disparate impact I Ajunwa, S Friedler, CE Scheidegger, S Venkatasubramanian Available at SSRN 2746078, 29, 2016 | 101 | 2016 |
| Assessing the Local Interpretability of Machine Learning Models D Slack, SA Friedler, C Scheidegger, CD Roy NeurIPS Workshop on Human-Centric Machine Learning, 2019 | 96 | 2019 |
| Experiment Specification, Capture and Laboratory Automation Technology (ESCALATE): a software pipeline for automated chemical experimentation and data management IM Pendleton, G Cattabriga, Z Li, MA Najeeb, SA Friedler, AJ Norquist, ... MRS Communications 9 (3), 846-859, 2019 | 93 | 2019 |
| Principles for accountable algorithms and a social impact statement for algorithms N Diakopoulos, S Friedler, M Arenas, S Barocas, M Hay, B Howe, ... Dagstuhl working group write-up: https://www.fatml.org/resources/principles …, 2016 | 93 | 2016 |
| Energy Usage Reports: Environmental awareness as part of algorithmic accountability K Lottick, S Susai, SA Friedler, JP Wilson Workshop on Tackling Climate Change with Machine Learning at NeurIPS 2019, 2019 | 88 | 2019 |
| CodeCarbon: estimate and track carbon emissions from machine learning computing V Schmidt, K Goyal, A Joshi, B Feld, L Conell, N Laskaris, D Blank, ... Cited on 20, 2021 | 83 | 2021 |
| Fairness Warnings and Fair-MAML: Learning Fairly with Minimal Data D Slack, S Friedler, E Givental Conference on Fairness, Accountability, and Transparency, 2020 | 74 | 2020 |
| Gaps in Information Access in Social Networks B Fish, A Bashardoust, D Boyd, S Friedler, C Scheidegger, ... The World Wide Web Conference, 480-490, 2019 | 73 | 2019 |
| Proceedings of the 1st Conference on Fairness, Accountability and Transparency J Buolamwini, T Gebru, SA Friedler, C Wilson PMLR 81, 77-79, 2018 | 69 | 2018 |
| Shapley Residuals: Quantifying the limits of the Shapley value for explanations I Kumar, C Scheidegger, S Venkatasubramanian, S Friedler Advances in Neural Information Processing Systems 34, 26598-26608, 2021 | 67 | 2021 |
Suresh VenkatasubramanianBrown UniversityPatvirtintas el. paštas brown.edu