ODTLearn is an open-source Python package that provides methods for lear...
We study critical systems that allocate scarce resources to satisfy basi...
The increasing use of machine learning in high-stakes domains – where
pe...
We consider the problem of learning an optimal prescriptive tree (i.e., ...
Decision trees are among the most popular machine learning models and ar...
We consider the problem of learning optimal binary classification trees....
In recent years, automated data-driven decision-making systems have enjo...