| Certifying and removing disparate impact M Feldman, SA Friedler, J Moeller, C Scheidegger, ... proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015 | 2259 | 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 | 1525 | 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 | 1159 | 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 | 785 | 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 | 751 | 2021 |
| Runaway feedback loops in predictive policing D Ensign, SA Friedler, S Neville, C Scheidegger, S Venkatasubramanian Conference on Fairness, Accountability, and Transparency, 2018 | 501 | 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 | 438 | 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 | 395 | 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 | 199 | 2019 |
| Hiring by algorithm: predicting and preventing disparate impact I Ajunwa, S Friedler, CE Scheidegger, S Venkatasubramanian Available at SSRN 2746078, 29, 2016 | 97 | 2016 |
| 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 | 92 | 2019 |
| Assessing the Local Interpretability of Machine Learning Models D Slack, SA Friedler, C Scheidegger, CD Roy NeurIPS Workshop on Human-Centric Machine Learning, 2019 | 89* | 2019 |
| Blueprint for an AI Bill of Rights: Making Automated Systems Work for the American People TWHOST Policy https://www.whitehouse.gov/ostp/ai-bill-of-rights, 2022 | 88* | 2022 |
| 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 | 84 | 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 | 79 | 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 | 77 | 2021 |
| Fairness Warnings and Fair-MAML: Learning Fairly with Minimal Data D Slack, S Friedler, E Givental Conference on Fairness, Accountability, and Transparency, 2020 | 66 | 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 | 65 | 2019 |
| Fairness in representation: quantifying stereotyping as a representational harm M Abbasi, SA Friedler, C Scheidegger, S Venkatasubramanian Proceedings of the 2019 SIAM International Conference on Data Mining, 801-809, 2019 | 64 | 2019 |
| How to hold algorithms accountable N Diakopoulos, S Friedler MIT Technology Review 17 (11), 2016, 2016 | 61 | 2016 |
Suresh VenkatasubramanianBrown UniversityVerified email at brown.edu
