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Advances in Neural Information Processing Systems|February 24, 2021
Human-in-the-Loop Interpretability PriorIsaac Lage, Andrew Slavin Ross, Been Kim, et al.Translational Psychiatry|February 19, 2020
Predicting treatment dropout after antidepressant initiationMelanie F Pradier, Thomas H McCoy, Michael Hughes, et al.Reinforcement Learning Journal|March 16, 2026
When and Why Hyperbolic Discounting Matters for Reinforcement Learning InterventionsIan M Moore, Eura Nofshin, Siddharth Swaroop, et al.Journal of Affective Disorders|April 26, 2022
Do clinicians follow heuristics in prescribing antidepressants?Isaac Lage, Melanie F Pradier, Thomas H McCoy, et al.Journal of Affective Disorders|April 2, 2024
Identifying data-driven subtypes of major depressive disorder with electronic health recordsAbhishek Sharma, Pilar F Verhaak, Thomas H McCoy, et al.Journal of Machine Learning Research : JMLR|May 8, 2025
Rethinking Discount Regularization: New Interpretations, Unintended Consequences, and Solutions for Regularization in Reinforcement LearningSarah Rathnam, Sonali Parbhoo, Siddharth Swaroop, et al.Journal of the American Medical Informatics Association : JAMIA|October 7, 2016
Understanding vasopressor intervention and weaning: risk prediction in a public heterogeneous clinical time series databaseMike Wu, Marzyeh Ghassemi, Mengling Feng, et al.AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science|August 30, 2021
Preferential Mixture-of-Experts: Interpretable Models that Rely on Human Expertise As Much As PossibleMelanie F Pradier, Javier Zazo, Sonali Parbhoo, et al.Science Advances|April 9, 2025
Preference-based assistance optimization for lifting and lowering with a soft back exosuitPhilipp Arens, D Adam Quirk, Weiwei Pan, et al.KDD : Proceedings. International Conference on Knowledge Discovery & Data Mining|October 8, 2014
Unfolding Physiological State: Mortality Modelling in Intensive Care UnitsMarzyeh Ghassemi, Tristan Naumann, Finale Doshi-Velez, et al.Pageof 6