Risk assessment in complex data settings: algorithmic fairness and causal inference 

Karimi-Haghighi, Marzieh (Date of defense: 2023-01-20)

We try to address some challenges in structured risk assessment tools in two application areas of recidivism risk in criminal justice and dropout risk in higher education domain. Using Machine Learning (ML) methods, we ...