Maria De-Arteaga

University of Texas at Austin - Department of Information, Risk, and Operations Management

United States

SCHOLARLY PAPERS

3

DOWNLOADS

454

SSRN CITATIONS

0

CROSSREF CITATIONS

0

Scholarly Papers (3)

1.

A Case for Humans-in-the-Loop: Decisions in the Presence of Misestimated Algorithmic Scores

Number of pages: 61 Posted: 29 Mar 2022 Last Revised: 01 Aug 2023
Amazon Web Services, Inc., University of Texas at Austin - Department of Information, Risk, and Operations Management and Carnegie Mellon University - H. John Heinz III School of Public Policy and Management
Downloads 411 (186,217)
Citation 6

Abstract:

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Human in the loop, Decision support, Corrective overrides, Algorithm aversion, Automation bias, Algorithm-assisted decision-making, Child welfare

2.

Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness

Number of pages: 40 Posted: 07 Jul 2023
University of Cambridge - MRC Biostatistics Unit, University of Texas at Austin - Department of Information, Risk, and Operations Management, University of California, San Diego (UCSD) - Rady School of Management, University of Cambridge - MRC Biostatistics Unit and University of Cambridge - MRC Biostatistics Unit
Downloads 43 (751,713)
Citation 1

Abstract:

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Algorithmic fairness, Healthcare, Imputation, Missingness

3.

Algorithmic Fairness in Business Analytics: Directions for Research and Practice

Posted: 25 Jul 2022
University of Texas at Austin - Department of Information, Risk, and Operations Management, LMU Munich and University of Texas at Austin

Abstract:

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Business Analytics, Machine Learning, Fairness, Algorithmic Fairness