ODTLearn is an open-source Python package that provides methods for lear...
Preference elicitation leverages AI or optimization to learn stakeholder...
We study critical systems that allocate scarce resources to satisfy basi...
We study the problem of learning, from observational data, fair and
inte...
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...
Several social interventions (e.g., suicide and HIV prevention) leverage...
We consider the problem faced by a recommender system which seeks to off...
We consider the problem of learning optimal binary classification trees....
In recent years, automated data-driven decision-making systems have enjo...