9 citations · 20 across the 6 of their papers we have counts for
4 papers · 1 filter
Evaluating a Learned Admission-Prediction Model as a Replacement for Standardized Tests in College Admissions
Hansol Lee, René F. Kizilcec, Thorsten Joachims
A growing number of college applications has presented an annual challenge for college admissions in the United States. Admission offices have historically relied on standardized t…
Should College Dropout Prediction Models Include Protected Attributes?
Renzhe Yu, Hansol Lee, René F. Kizilcec
Early identification of college dropouts can provide tremendous value for improving student success and institutional effectiveness, and predictive analytics are increasingly used…
Algorithmic Fairness in Education
René F. Kizilcec, Hansol Lee
Data-driven predictive models are increasingly used in education to support students, instructors, and administrators. However, there are concerns about the fairness of the predict…
Evaluation of Fairness Trade-offs in Predicting Student Success
Hansol Lee, René F. Kizilcec
Predictive models for identifying at-risk students early can help teaching staff direct resources to better support them, but there is a growing concern about the fairness of algor…