Induced pluripotent stem cells generated from patients with ALS can be differentiated into motor neurons JT Dimos, KT Rodolfa, KK Niakan, LM Weisenthal, H Mitsumoto, W Chung, ... science 321 (5893), 1218-1221, 2008 | 2565 | 2008 |
A functionally characterized test set of human induced pluripotent stem cells GL Boulting, E Kiskinis, GF Croft, MW Amoroso, DH Oakley, BJ Wainger, ... Nature biotechnology 29 (3), 279-286, 2011 | 586 | 2011 |
Aequitas: A bias and fairness audit toolkit P Saleiro, B Kuester, L Hinkson, J London, A Stevens, A Anisfeld, ... arXiv preprint arXiv:1811.05577, 2018 | 346 | 2018 |
Sox17 promotes differentiation in mouse embryonic stem cells by directly regulating extraembryonic gene expression and indirectly antagonizing self-renewal KK Niakan, H Ji, R Maehr, SA Vokes, KT Rodolfa, RI Sherwood, ... Genes & development 24 (3), 312-326, 2010 | 334 | 2010 |
Two‐component graded deposition of biomolecules with a double‐barreled nanopipette KT Rodolfa, A Bruckbauer, D Zhou, YE Korchev, D Klenerman Angewandte Chemie 117 (42), 7014-7019, 2005 | 147 | 2005 |
Nanoscale pipetting for controlled chemistry in small arrayed water droplets using a double-barrel pipet KT Rodolfa, A Bruckbauer, D Zhou, AI Schevchuk, YE Korchev, ... Nano letters 6 (2), 252-257, 2006 | 107 | 2006 |
Empirical observation of negligible fairness–accuracy trade-offs in machine learning for public policy KT Rodolfa, H Lamba, R Ghani Nature Machine Intelligence 3 (10), 896-904, 2021 | 88 | 2021 |
A transcriptional logic for nuclear reprogramming KT Rodolfa, K Eggan Cell 126 (4), 652-655, 2006 | 68 | 2006 |
Case study: predictive fairness to reduce misdemeanor recidivism through social service interventions KT Rodolfa, E Salomon, L Haynes, IH Mendieta, J Larson, R Ghani Proceedings of the 2020 Conference on Fairness, Accountability, and …, 2020 | 47 | 2020 |
Explainable machine learning for public policy: Use cases, gaps, and research directions K Amarasinghe, KT Rodolfa, H Lamba, R Ghani Data & Policy 5, e5, 2023 | 41 | 2023 |
Species distribution diagrams in the copper-ammonia system: An updated and expanded demonstration illustrating complex equilibria AR Johnson, TM McQueen, KT Rodolfa Journal of chemical education 82 (3), 408, 2005 | 28 | 2005 |
Defined reprogramming: a vehicle for changing the differentiated state K Rodolfa, FP Di Giorgio, S Sullivan Differentiation; research in biological diversity 75 (7), 577, 2007 | 27 | 2007 |
Dealing with bias and fairness in data science systems: A practical hands-on tutorial P Saleiro, KT Rodolfa, R Ghani Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020 | 24 | 2020 |
Capabilities of surface composition analysis using a long laser-induced breakdown spectroscopy spark KT Rodolfa, DA Cremers Applied spectroscopy 58 (4), 367-375, 2004 | 21 | 2004 |
Bias and fairness KT Rodolfa, P Saleiro, R Ghani Big data and social science, 281-312, 2020 | 18 | 2020 |
Aequitas: A bias and fairness audit toolkit. arXiv 2018 P Saleiro, B Kuester, L Hinkson, J London, A Stevens, A Anisfeld, ... arXiv preprint arXiv:1811.05577, 2022 | 17 | 2022 |
On the importance of application-grounded experimental design for evaluating explainable ml methods K Amarasinghe, KT Rodolfa, S Jesus, V Chen, V Balayan, P Saleiro, ... Proceedings of the AAAI Conference on Artificial Intelligence 38 (19), 20921 …, 2024 | 16 | 2024 |
Aequitas: A bias and fairness audit toolkit. 2018 P Saleiro, B Kuester, L Hinkson, J London, A Stevens, A Anisfeld, ... URL https://arxiv. org/abs, 1811 | 15 | 1811 |
An empirical comparison of bias reduction methods on real-world problems in high-stakes policy settings H Lamba, KT Rodolfa, R Ghani ACM SIGKDD Explorations Newsletter 23 (1), 69-85, 2021 | 13 | 2021 |
Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools E Black, R Naidu, R Ghani, K Rodolfa, D Ho, H Heidari Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms …, 2023 | 10 | 2023 |