Predicting bankruptcy within selected industries is crucial because of the potential ripple effects and unique characteristics of those industries. It serves as a risk management tool, guiding various stakeholders in making decisions. While artificial intelligence (AI) has shown high success...

Uncovering the heterogeneous effects of particular policies or "treatments” is a key concern for researchers and policymakers. A common approach is to report average treatment effects in different subgroups based on observable covariates. However, there is likely to be considerable uncertainty...

Higher education institutions are becoming increasingly concerned with the retention of their students. This work is motivated by the interest in predicting and reducing student dropout, and consequently in reducing the financial losses of said institutions. Based on the characterization of the...