Concepedia

Duncan C. McElfresh

DC

Statistics

Publications

7

Citations

212

H-Index

7

Active since

2018

Affiliations

University of Maryland, College Park(Current)

Duncan C. McElfresh is an author at University of Maryland, College Park specializing in machine learning, computing, and computer science.

ORCID

Publications per year

2018–2024

7

Publications

7

When Do Neural Nets Outperform Boosted Trees on Tabular Data?

Duncan C. McElfresh, Sujay Khandagale, Jonathan Valverde et al. · arXiv (Cornell University) · 2023 · 71 citations · Full text

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Standing on FURM Ground: A Framework for Evaluating Fair, Useful, and Reliable AI Models in Health Care Systems

Alison Callahan, Duncan C. McElfresh, Juan M. Banda et al. · NEJM Catalyst · 2024 · 50 citations

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Measuring Non-Expert Comprehension of Machine Learning Fairness Metrics

Debjani Saha, Candice Schumann, Duncan C. McElfresh et al. · arXiv (Cornell University) · 2019 · 29 citations · Full text

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Balancing Lexicographic Fairness and a Utilitarian Objective With Application to Kidney Exchange

Duncan C. McElfresh, John P. Dickerson · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 23 citations · Full text

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Scalable Robust Kidney Exchange

Duncan C. McElfresh, Hoda Bidkhori, John P. Dickerson · 2019 · 14 citations · Full text

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