Finale Doshi-Velez

Harvard University - John A. Paulson School of Engineering and Applied Sciences

Assistant Professor of Computer Science

29 Oxford Street

Cambridge, MA 02138

United States

  • Harvard University - John A. Paulson School of Engineering and Applied Sciences

SCHOLARLY PAPERS

2

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TOTAL CITATIONS

26

Scholarly Papers (2)

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1.

Accountability of AI Under the Law: The Role of Explanation

Berkman Center Research Publication, Forthcoming
Number of pages: 21 Posted: 06 Nov 2017 Last Revised: 22 Dec 2019
Finale Doshi-Velez, Mason Kortz, Ryan Budish, Christopher Bavitz, Samuel J. Gershman, David O'Brien, Kate Scott, Stuart Shieber, Jim Waldo, David Weinberger, Adrian Weller and Alexandra Wood
Harvard University - John A. Paulson School of Engineering and Applied Sciences, Harvard University - Berkman Klein Center for Internet & Society, Harvard University - Berkman Klein Center for Internet & Society, Berkman Center for Internet & Society, Harvard University, Harvard University - Berkman Klein Center for Internet & Society, The University of Manchester, Harvard University - John A. Paulson School of Engineering and Applied Sciences, Harvard University, Harvard University - Berkman Klein Center for Internet & Society, University of Cambridge and Harvard University - Berkman Klein Center for Internet & Society
Downloads 3,272 (7,972)
Citation 26

Abstract:

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Artificial Intelligence, Algorithms, Machine Learning, Explanation, Cyberlaw, Transparency

2.

'If it Didn't Happen, Why Would I Change My Decision?': How Judges Respond to Counterfactual Explanations for the Public Safety Assessment

Arizona Legal Studies Discussion Paper No. 22-19
Number of pages: 35 Posted: 16 Sep 2022 Last Revised: 28 Oct 2022
Yaniv Yacoby, Ben Green, Christopher L. Griffin and Finale Doshi-Velez
Harvard University - John A. Paulson School of Engineering and Applied Sciences, University of Michigan at Ann Arbor - Society of Fellows, University of Arizona - James E. Rogers College of Law and Harvard University - John A. Paulson School of Engineering and Applied Sciences
Downloads 100 (567,043)

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explainable AI, counterfactual explanations, pretrial risk assessment instruments