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Concept Bottleneck Models.

, , , , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 5338-5348. PMLR, (2020)

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Annotation alignment: Comparing LLM and human annotations of conversational safety., , and . CoRR, (2024)Outnumbered but Well-Spoken: Female Commenters in the New York Times.. CSCW, page 1201-1213. ACM, (2015)Fast Threshold Tests for Detecting Discrimination., , and . AISTATS, volume 84 of Proceedings of Machine Learning Research, page 96-105. PMLR, (2018)Supporting COVID-19 Policy Response with Large-scale Mobility-based Modeling., , , , , , , , , and 2 other author(s). KDD, page 2632-2642. ACM, (2021)Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium., , , , , , , , , and 33 other author(s). CoRR, (2024)Algorithmic Decision Making and the Cost of Fairness., , , , and . KDD, page 797-806. ACM, (2017)Mobility network models of COVID-19 explain inequities and inform reopening., , , , , , and . Nat., 589 (7840): 82-87 (2021)Coarse race data conceals disparities in clinical risk score performance., , , , , , and . MLHC, volume 219 of Proceedings of Machine Learning Research, page 443-472. PMLR, (2023)WILDS: A Benchmark of in-the-Wild Distribution Shifts., , , , , , , , , and 6 other author(s). CoRR, (2020)Inferring Multidimensional Rates of Aging from Cross-Sectional Data., , , , , , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 97-107. PMLR, (2019)