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Items where Author is "Doshi-Velez, Finale"

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Number of items: 5.

2020

Wu, Mike and Parbhoo, Sonali and Hughes, Michael C. and Kindle, Ryan and Celi, Leo A. and Zazzi, Maurizio and Roth, Volker and Doshi-Velez, Finale. (2020) Regional Tree Regularization for Interpretability in Deep Neural Networks. In: The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, 34. pp. 6413-6421.

Parbhoo, Sonali and Wieser, Mario and Roth, Volker and Doshi-Velez, Finale. (2020) Transfer Learning from Well-Curated to Less-Resourced Populations with HIV. In: Proceedings of the 5th Machine Learning for Healthcare Conference, 126. pp. 589-609.

2018

Wu, Mike and Hughes, Michael C. and Parbhoo, Sonali and Zazzi, Maurizio and Roth, Volker and Doshi-Velez, Finale. (2018) Beyond Sparsity: Tree Regularization of Deep Models for Interpretability. In: Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18). pp. 1670-1678.

Parbhoo, Sonali and Gottesman, Omer and Ross, Andrew Slavin and Komorowski, Matthieu and Faisal, Aldo and Bon, Isabella and Roth, Volker and Doshi-Velez, Finale. (2018) Improving counterfactual reasoning with kernelised dynamic mixing models. PloS one, 13 (11). e0205839.

2017

Parbhoo, Sonali and Bogojeska, Jasmina and Zazzi, Maurizio and Roth, Volker and Doshi-Velez, Finale. (2017) Combining Kernel and Model Based Learning for HIV Therapy Selection. Amia Summits on Translational Science Proceedings, 2017. pp. 239-248.

This list was generated on Fri Mar 29 06:49:43 2024 CET.