Kristian Lum

Algorithmic Fairness: Choices, Assumptions, and Definitions

Shira Mitchell, Eric Potash, Solon Barocas et al. · Annual Review of Statistics and Its Application · 2020 · 521 citations · Full text

To Predict and Serve?

Kristian Lum, William Isaac · Significance · 2016 · 488 citations · Full text

Criminal Code, Community Policing, Criminal Justice Reform +23

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 · 143 citations

Risk Metric, Law, Riskbenefit Ratio +23

Spatial Quantile Multiple Regression Using the Asymmetric Laplace Process

Kristian Lum, Alan E. Gelfand · Bayesian Analysis · 2012 · 112 citations · Full text

Econometric Model, Economics, Quantitative Spatial Model +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