Lum, Kristian

Algorithmic Fairness: Choices, Assumptions, and Definitions

Mitchell, S., Potash, E., Barocas, S., D'Amour, A., & Lum, K. (2021) · Annual Review of Statistics and Its Application

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 687

Prediction-Based Decisions and Fairness: A Catalogue of Choices, Assumptions, and Definitions

Mitchell, S., Potash, E., Barocas, S., D'Amour, A., & Lum, K. (2018) · arXiv

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 687

To Predict and Serve?

Lum, K., & Isaac, W. (2016) · Significance

Ethics and Social Impacts of AIArtificial Intelligence in Law

Cited by 611

Layers of bias: A unified approach for understanding problems with risk assessment

Eckhouse, L., Lum, K., Conti-Cook, C., & Ciccolini, J. (2019) · Criminal Justice and Behavior

Ethics and Social Impacts of AICriminal Justice and Corrections Analysis

Cited by 156

An algorithm for removing sensitive information: Application to race-independent recidivism prediction

Johndrow, J. E., & Lum, K. (2019) · The Annals of Applied Statistics

Ethics and Social Impacts of AICriminal Justice and Corrections Analysis

Cited by 141