Credit score
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Most implemented papers
Actionable Recourse in Linear Classification
We present integer programming tools to ensure recourse in linear classification problems without interfering in model development.
Social Bias Meets Data Bias: The Impacts of Labeling and Measurement Errors on Fairness Criteria
We consider two forms of dataset bias: errors by prior decision makers in the labeling process, and errors in measurement of the features of disadvantaged individuals.