Concepedia

Candice Schumann

CS

Statistics

Publications

6

Citations

139

H-Index

6

Active since

2019

Affiliations

University of Maryland, College Park(Current)

Google (United States)

Tufts University

Candice Schumann is an author at University of Maryland, College Park specializing in engineering, artificial intelligence, and data science.

Top concepts

EngineeringArtificial IntelligenceBiasData ScienceComputer ScienceAlgorithmic FairnessStatisticsDataset BiasMachine LearningPredictive Analytics

Publications per year

2019–2023

6

Publications

6

Which Skin Tone Measures Are the Most Inclusive? An Investigation of Skin Tone Measures for Artificial Intelligence

Courtney Heldreth, Ellis P. Monk, Alan T. Clark et al. · ACM Journal on Responsible Computing · 2023 · 34 citations · Full text

Artificial Intelligence, Engineering, Biometrics +20

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

Artificial Intelligence, Engineering, Machine Learning +18

Transfer of Machine Learning Fairness across Domains

Candice Schumann, Xuezhi Wang, Alex Beutel et al. · arXiv (Cornell University) · 2019 · 26 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

We Need Fairness and Explainability in Algorithmic Hiring

Candice Schumann, Jeffrey S. Foster, Nicholas Mattei et al. · 2020 · 25 citations

Artificial Intelligence, Engineering, Machine Learning Models +16

Consensus and Subjectivity of Skin Tone Annotation for ML Fairness

Candice Schumann, Gbolahan O. Olanubi, Auriel Wright et al. · arXiv (Cornell University) · 2023 · 14 citations · Full text

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