On the opportunities and risks of foundation models R Bommasani, DA Hudson, E Adeli, R Altman, S Arora, S von Arx, ... arXiv preprint arXiv:2108.07258, 2021 | 3286 | 2021 |
Transparency in complex computational systems KA Creel Philosophy of Science 87 (4), 568-589, 2020 | 123 | 2020 |
The Algorithmic Leviathan: Arbitrariness, Fairness, and Opportunity in Algorithmic Decision-Making Systems K Creel, D Hellman Canadian Journal of Philosophy, 2021 | 70 | 2021 |
Picking on the Same Person: Does Algorithmic Monoculture lead to Outcome Homogenization? R Bommasani, KA Creel, A Kumar, D Jurafsky, PS Liang Advances in Neural Information Processing Systems (NeurIPS) 35, 3663-3678, 2022 | 50 | 2022 |
Clinical decisions using AI must consider patient values J Birch, KA Creel, AK Jha, A Plutynski Nature Medicine 28 (2), 229-232, 2022 | 30 | 2022 |
What makes a good explanation? Cognitive dimensions of explaining intelligent machines. R Confalonieri, TR Besold, T Weyde, K Creel, T Lombrozo, ST Mueller, ... CogSci, 25-26, 2019 | 26 | 2019 |
Ethical considerations for artificial intelligence in medical imaging: deployment and governance J Herington, MD McCradden, K Creel, R Boellaard, EC Jones, AK Jha, ... Journal of Nuclear Medicine 64 (10), 1509-1515, 2023 | 14 | 2023 |
Ecosystem graphs: The social footprint of foundation models R Bommasani, D Soylu, TI Liao, KA Creel, P Liang arXiv preprint arXiv:2303.15772, 2023 | 12 | 2023 |
Ethical considerations for artificial intelligence in medical imaging: data collection, development, and evaluation J Herington, MD McCradden, K Creel, R Boellaard, EC Jones, AK Jha, ... Journal of Nuclear Medicine 64 (12), 1848-1854, 2023 | 8 | 2023 |
Ecosystem-level Analysis of Deployed Machine Learning Reveals Homogeneous Outcomes C Toups, R Bommasani, KA Creel, SH Bana, D Jurafsky, P Liang Advances in Neural Information Processing Systems (NeurIPS) 2023, 2023 | 6 | 2023 |
Artificial Knowing Otherwise O Keyes, K Creel Feminist Philosophy Quarterly 8 (3/4), 2022 | 5 | 2022 |
Algorithmic Pluralism: A Structural Approach To Equal Opportunity S Jain, VM Suriyakumar, KA Creel, AC Wilson ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT), 2024 | 4* | 2024 |
Privacy and Paternalism: The Ethics of Student Data Collection K Creel, T Dixit Case Studies in Social and Ethical Responsibilities of Computing, 2022 | 1 | 2022 |
Opening the Black Box: Explanation and Transparency in Machine Learning K Creel University of Pittsburgh, 2021 | 1 | 2021 |
To Hedge or Not to Hedge: Scientific Claims and Public Justification ZB Ward, KA Creel Philosophy of Science, 1-19, 2024 | | 2024 |
Scarce Resource Allocations That Rely On Machine Learning Should Be Randomized S Jain, K Creel, A Wilson International Conference on Machine Learning (ICML 2024), 2024 | | 2024 |
Ethical risks in the development and deployment of artificial intelligence systems in nuclear medicine M McCradden, J Herington, K Creel, R Boellaard, A Jha, A Rahmim, ... Journal of Nuclear Medicine 63 (supplement 2), 2751-2751, 2022 | | 2022 |
Function and User-Satisfaction in Explainable AI KA Creel Overcoming Opacity in Machine Learning, 3, 2021 | | 2021 |