Maria De-Arteaga

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

United States

SCHOLARLY PAPERS

7

DOWNLOADS

985

TOTAL CITATIONS

7

Scholarly Papers (7)

1.

Human Discernment of Algorithmic Errors: A Case Study in Child Welfare

Number of pages: 85 Posted: 29 Mar 2022 Last Revised: 04 Mar 2025
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 564 (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.

Supporting Information Integration in Human-AI Augmentation via Reflection on Unobservables

Number of pages: 38 Posted: 11 Jul 2024
Maria De-Arteaga and Kenneth Holstein
University of Texas at Austin - Department of Information, Risk, and Operations Management and Carnegie Mellon University
Downloads 124 (493,683)

Abstract:

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human-AI augmentation, unobservables, information complementarity, algorithmic decision support

3.

Informational Justice in AI-Assisted Fact-Checking

Number of pages: 55 Posted: 30 Apr 2025 Last Revised: 01 May 2025
University of Texas at Austin, University of Texas at Austin - Department of Information, Risk, and Operations Management, Northeastern University, School of Information and University of Texas at Austin
Downloads 112 (533,487)

Abstract:

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Algorithmic Fairness, Fact-Checking, Misinformation Detection, Algorithmic Bias, Applied Justice

4.

Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness

Number of pages: 50 Posted: 07 Jul 2023 Last Revised: 06 May 2025
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 78 (675,480)
Citation 1

Abstract:

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Algorithmic fairness, Healthcare, Imputation, Missingness

5.

Looks Can Mislead: Feature-Based Explanations Do Not Reliably Improve Fairness of AI-Assisted Decisions

Number of pages: 32 Posted: 10 Jan 2025
Jakob Schoeffer, Maria De-Arteaga and Niklas Kühl
University of Groningen - Bernoulli Institute, University of Texas at Austin - Department of Information, Risk, and Operations Management and University of Bayreuth
Downloads 76 (685,583)

Abstract:

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AI-assisted decision-making, Algorithmic fairness, Explainable AI

6.

Using Machine Bias To Measure Human Bias

Number of pages: 27 Posted: 03 Feb 2025
Wanxue Dong, Maria De-Arteaga and Maytal Saar-Tsechansky
The Chinese University of Hong Kong (CUHK), University of Texas at Austin - Department of Information, Risk, and Operations Management and University of Texas at Austin
Downloads 31 (1,031,604)

Abstract:

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Human Labels, Label Bias, Crowdsourcing, Bias Assessment, Machine Learning, Information Systems

7.

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