9 citations · 18 across the 2 of their papers we have counts for
2 papers
cs.CY2022★ 9 cited
A Comparative User Study of Human Predictions in Algorithm-Supported Recidivism Risk Assessment
Manuel Portela, Carlos Castillo, Songül Tolan +2
In this paper, we study the effects of using an algorithm-based risk assessment instrument to support the prediction of risk of criminalrecidivism. The instrument we use in our exp…
cs.LG2021★ 9 cited
Predicting Early Dropout: Calibration and Algorithmic Fairness Considerations
Marzieh Karimi-Haghighi, Carlos Castillo, Davinia Hernandez-Leo +1
In this work, the problem of predicting dropout risk in undergraduate studies is addressed from a perspective of algorithmic fairness. We develop a machine learning method to predi…