Concepedia
Statistics
Publications
36
Citations
2.4K
H-Index
23
Active since
1982
Affiliations
Virginia Tech(Current)
University of Pennsylvania
Analysis Group (United States)
Duke University
Environment and Climate Change Canada
Kristian Lum is an author at Virginia Tech specializing in criminal justice, computing, and bias.
Publications per year
1982–2024
Algorithmic Fairness: Choices, Assumptions, and Definitions
Shira Mitchell, Eric Potash, Solon Barocas et al. · Annual Review of Statistics and Its Application · 2020 · 567 citations · Full text
Computing, Decision Sciences, Decision Theory +9
To Predict and Serve?
Kristian Lum, William Isaac · Significance · 2016 · 535 citations · Full text
Social Sciences, Criminology, Machine Learning +11
Layers of Bias: A Unified Approach for Understanding Problems With Risk Assessment
Laurel Eckhouse, Kristian Lum, Cynthia Conti-Cook et al. · Criminal Justice and Behavior · 2018 · 155 citations
Law, Constitutional Law, Criminal Law +14
Spatial Quantile Multiple Regression Using the Asymmetric Laplace Process
Kristian Lum, Alan E. Gelfand · Bayesian Analysis · 2012 · 113 citations · Full text
Social Sciences, Economics, Spatial Analysis +14
Prediction-Based Decisions and Fairness: A Catalogue of Choices, Assumptions, and Definitions
Shira Mitchell, Eric Potash, Solon Barocas et al. · arXiv (Cornell University) · 2018 · 108 citations · Full text
Computing, Decision Sciences, Decision Theory +8
1–5 of 36