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The Health Gym: Synthetic Health-Related Datasets for the Development of Reinforcement Learning Algorithms


Mar 12, 2022
Nicholas I-Hsien Kuo, Mark N. Polizzotto, Simon Finfer, Federico Garcia, Anders Sönnerborg, Maurizio Zazzi, Michael Böhm, Louisa Jorm, Sebastiano Barbieri

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Preferential Mixture-of-Experts: Interpretable Models that Rely on Human Expertise as much as Possible


Jan 13, 2021
Melanie F. Pradier, Javier Zazo, Sonali Parbhoo, Roy H. Perlis, Maurizio Zazzi, Finale Doshi-Velez

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* 10 pages, 5 figures, 4 tables, AMIA 2021 Virtual Informatics Summit 

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Regional Tree Regularization for Interpretability in Black Box Models


Aug 13, 2019
Mike Wu, Sonali Parbhoo, Michael Hughes, Ryan Kindle, Leo Celi, Maurizio Zazzi, Volker Roth, Finale Doshi-Velez

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Beyond Sparsity: Tree Regularization of Deep Models for Interpretability


Nov 16, 2017
Mike Wu, Michael C. Hughes, Sonali Parbhoo, Maurizio Zazzi, Volker Roth, Finale Doshi-Velez

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* To appear in AAAI 2018. Contains 9-page main paper and appendix with supplementary material 

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