Concepedia

Finale Doshi‐Velez

FD

Statistics

Publications

95

Citations

9.2K

H-Index

43

Active since

2009

Affiliations

Harvard University Press(Current)

Harvard University

Massachusetts Institute of Technology

Massachusetts General Hospital

Stanford University

Finale Doshi‐Velez is an author at Harvard University Press specializing in computing, machine learning, and computer science.

Publications per year

2009–2025

95

Publications

95

Towards A Rigorous Science of Interpretable Machine Learning

Finale Doshi‐Velez, Been Kim · arXiv (Cornell University) · 2017 · 3.2K citations · Full text

Computing, Computer Science, Artificial Intelligence +13

Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing Their Input Gradients

Andrew Slavin Ross, Finale Doshi‐Velez · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 460 citations · Full text

Computing, Computer Science, Computer Security +11

Comorbidity Clusters in Autism Spectrum Disorders: An Electronic Health Record Time-Series Analysis

Finale Doshi‐Velez, Yaorong Ge, Isaac S. Kohane · PEDIATRICS · 2013 · 426 citations · Full text

Education, Psychiatry, Autism Spectrum Disorders +16

Guidelines for reinforcement learning in healthcare

Omer Gottesman, Fredrik Johansson, Matthieu Komorowski et al. · Nature Medicine · 2018 · 371 citations

Business, Health Informatics, Markov Decision Processes +8

Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing their Input Gradients

Andrew Slavin Ross, Finale Doshi‐Velez · arXiv (Cornell University) · 2017 · 281 citations · Full text

Computing, Computer Science, Computer Security +11

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