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A configurable, big data system for on-demand healthcare cost prediction.

, , , , , , , , and . IEEE BigData, page 1524-1533. IEEE Computer Society, (2017)

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An Information-Theoretic Perspective on the Relationship Between Fairness and Accuracy., , , , , and . CoRR, (2019)TED: Teaching AI to Explain its Decisions., , , , , , , and . AIES, page 123-129. ACM, (2019)Optimized Score Transformation for Fair Classification., , and . CoRR, (2019)Optimal Policies for the Homogeneous Selective Labels Problem.. CoRR, (2020)Deciding Fast and Slow: The Role of Cognitive Biases in AI-assisted Decision-making., , , , , and . CoRR, (2020)Interpretable and Fair Boolean Rule Sets via Column Generation., , , and . J. Mach. Learn. Res., (2023)Optimized Score Transformation for Consistent Fair Classification., , and . J. Mach. Learn. Res., (2021)FROTE: Feedback Rule-Driven Oversampling for Editing Models., , , , , and . CoRR, (2022)Interpretable differencing of machine learning models., , , , and . UAI, volume 216 of Proceedings of Machine Learning Research, page 788-797. PMLR, (2023)Who Should Predict? Exact Algorithms For Learning to Defer to Humans., , , , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 10520-10545. PMLR, (2023)