Reuben Binns

University of Oxford

Post Doctoral Researcher

Mansfield Road

Oxford, Oxfordshire OX1 4AU

United Kingdom

SCHOLARLY PAPERS

9

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2,177

CITATIONS
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Top 40,520

in Total Papers Citations

8

Scholarly Papers (9)

1.

When Data Protection by Design and Data Subject Rights Clash

International Data Privacy Law (2018) doi:10.1093/idpl/ipy002
Number of pages: 19 Posted: 09 Dec 2017 Last Revised: 17 Apr 2018
Michael Veale, Reuben Binns and Jef Ausloos
Alan Turing Institute - Alan Turing Institute, University of Oxford and University of Amsterdam - Institute for Information Law (IViR)
Downloads 482 (57,289)
Citation 2

Abstract:

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privacy by design, data protection by design, privacy-enhancing technologies, privacy enhancing technologies, privacy, data protection, GDPR, data protection impact assessments, information rights, transparency, access rights, right of access, right to be forgotten, right of erasure, right to object

2.

Algorithms that Remember: Model Inversion Attacks and Data Protection Law

376 Philosophical Transactions of the Royal Society A 20180083, 2018, DOI: 10.1098/rsta.2018.0083
Number of pages: 15 Posted: 06 Aug 2018 Last Revised: 19 Oct 2018
Michael Veale, Reuben Binns and Lilian Edwards
Alan Turing Institute - Alan Turing Institute, University of Oxford and University of Newcastle
Downloads 464 (60,073)
Citation 1

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data protection, gdpr, machine learning, model inversion, membership inference, algorithmic accountability

3.

Acquisitions in the Third Party Tracking Industry: Competition and Data Protection Aspects

Number of pages: 29 Posted: 13 Nov 2018
Reuben Binns and Elettra Bietti
University of Oxford and Harvard University, Law School
Downloads 333 (88,837)

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antitrust, competition, data protection, third party tracking, privacy, personal data, data transactions, mergers, acquisitions, merger control

4.

Fairer Machine Learning in the Real World: Mitigating Discrimination Without Collecting Sensitive Data

Big Data & Society 4(2), doi:10.1177/2053951717743530
Number of pages: 17 Posted: 30 Oct 2017 Last Revised: 10 Dec 2017
Michael Veale and Reuben Binns
Alan Turing Institute - Alan Turing Institute and University of Oxford
Downloads 240 (125,866)
Citation 5

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machine learning, algorithmic accountability, discrimination-aware data mining, fairness-aware machine learning, protected characteristics, anti-discrimination law, FATML, algorithmic regulation, algorithmic bias, data protection, gdpr, discrimination, redlining

5.

Data Protection Impact Assessments: A Meta-Regulatory Approach

International Data Privacy Law, Vol. 7(1), p. 22-35, 2017
Number of pages: 34 Posted: 09 May 2017
Reuben Binns
University of Oxford
Downloads 226 (133,618)
Citation 4

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Data Protection, EU, GDPR, Impact Assessment, Privacy, Regulation

6.

Fairness in Machine Learning: Lessons from Political Philosophy

Conference on Fairness, Accountability, and. Transparency, New York, Forthcoming , Proceedings of Machine Learning Research, Vol. 81, p. 1–11, Forthcoming
Number of pages: 11 Posted: 14 Dec 2017
Reuben Binns
University of Oxford
Downloads 217 (138,946)
Citation 3

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fairness, discrimination, machine learning, algorithmic decision-making, egalitarianism

7.

'It's Reducing a Human Being to a Percentage': Perceptions of Justice in Algorithmic Decisions

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI'18), DOI: 10.1145/3173574.3173951
Number of pages: 14 Posted: 16 Feb 2018 Last Revised: 18 May 2018
University of Oxford, University of Oxford - Computing Laboratory, Alan Turing Institute - Alan Turing Institute, University of Oxford - Computing Laboratory, University of Oxford - Computing Laboratory and University of Oxford - Computing Laboratory
Downloads 117 (234,718)
Citation 5

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GDPR, article 22, automated decision-making, algorithmic accountability, right to an explanation, right to explanation, explanation facilities, procedural justice

8.

Some HCI Priorities for GDPR-Compliant Machine Learning

Paper presented at The General Data Protection Regulation: An Opportunity for the CHI Community? (CHI-GDPR 2018), Workshop at ACM CHI'18, 22 April 2018, Montreal, Canada
Number of pages: 8 Posted: 22 Mar 2018 Last Revised: 29 Mar 2018
Michael Veale, Reuben Binns and Max Van Kleek
Alan Turing Institute - Alan Turing Institute, University of Oxford and University of Oxford - Computing Laboratory
Downloads 67 (333,256)

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GDPR, data protection, machine learning, artificial intelligence, human-computer interaction, user interfaces, discrimination, anti-discrimination, algorithmic accountability

9.

Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI'18) doi:10.1145/3173574.3174014, ISBN: 978-1-4503-5620-6
Number of pages: 14 Posted: 23 May 2018
Michael Veale, Max Van Kleek and Reuben Binns
Alan Turing Institute - Alan Turing Institute, University of Oxford - Computing Laboratory and University of Oxford
Downloads 31 (457,154)
Citation 5

Abstract:

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machine learning, algorithmic accountability, accountability, fairness, public sector, decision-support, policing, child welfare, taxation