Michelle Seng Ah Lee

University of Cambridge

15 JJ Thomson Ave

William Gates Building

Cambridge, Cambridgeshire CB3 0FD

United Kingdom

http://compacctsys.soc.srcf.net/team/

SCHOLARLY PAPERS

5

DOWNLOADS

731

SSRN CITATIONS

5

CROSSREF CITATIONS

0

Scholarly Papers (5)

1.

From Fairness Metrics to Key Ethics Indicators (KEIs): A Context-Aware Approach to Algorithmic Ethics in an Unequal Society

Number of pages: 31 Posted: 12 Oct 2020
Michelle Seng Ah Lee, Luciano Floridi and Jatinder Singh
University of Cambridge, University of Oxford - Oxford Internet Institute and University of Cambridge -- Dept. Computer Science & Technology (Computer Laboratory)
Downloads 236 (149,216)
Citation 1

Abstract:

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algorithmic fairness, algorithmic ethics, fairness, ethical AI, machine learning, key ethics indicators, KEI

2.

The Landscape and Gaps in Open Source Fairness Toolkits

Michelle Seng Ah Lee and Jatinder Singh. 2021. The Landscape and Gaps in Open Source Fairness Toolkits. In CHI Conference on Human Factors in Computing Systems (CHI ’21), May 8–13, 2021, Yokohama, Japan. ACM, Yokohama, Japan, 13 pages. https://doi.org/10.1145/3411764.3445261
Number of pages: 13 Posted: 23 Nov 2020 Last Revised: 18 Jan 2021
Michelle Seng Ah Lee and Jatinder Singh
University of Cambridge and University of Cambridge -- Dept. Computer Science & Technology (Computer Laboratory)
Downloads 196 (177,988)

Abstract:

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open source, fairness, fairness toolkits, algorithmic fairness, algorithmic auditing

3.

Algorithmic Fairness in Mortgage Lending: From Absolute Conditions to Relational Trade-Offs

Lee, M.S.A., Floridi, L. Algorithmic Fairness in Mortgage Lending: from Absolute Conditions to Relational Trade-offs. Minds & Machines (2020). https://doi.org/10.1007/s11023-020-09529-4
Number of pages: 27 Posted: 06 May 2020 Last Revised: 10 Jun 2020
Michelle Seng Ah Lee and Luciano Floridi
University of Cambridge and University of Oxford - Oxford Internet Institute
Downloads 180 (191,989)
Citation 3

Abstract:

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algorithmic fairness, mortgage discrimination, fairness trade-offs, machine learning, ethics

4.

Centering the Rule of Law in the Digital State

(2020) IEEE Computer 53(10)
Number of pages: 20 Posted: 30 Sep 2020 Last Revised: 10 Dec 2020
Jennifer Cobbe, Michelle Seng Ah Lee, Heleen Janssen and Jatinder Singh
University of Cambridge - Computer Laboratory, University of Cambridge, University of Cambridge - Computer Laboratory and University of Cambridge -- Dept. Computer Science & Technology (Computer Laboratory)
Downloads 76 (358,461)
Citation 1

Abstract:

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automated decision-making, public sector automation, rule of law

5.

Spelling Errors and Non-Standard Language in Peer-to-Peer Loan Applications and the Borrower’s Probability of Default

Number of pages: 11 Posted: 18 Jun 2020
Michelle Seng Ah Lee and Jatinder Singh
University of Cambridge and University of Cambridge -- Dept. Computer Science & Technology (Computer Laboratory)
Downloads 43 (469,807)

Abstract:

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peer-to-peer lending, discriminatory lending, alternative credit, credit risk, algorithmic bias, spelling error, non-standard language