Kentaro Kanamori

Learning Decision Trees and Forests with Algorithmic Recourse

2024 · arXiv (Cornell University)

This paper proposes a new algorithm for learning accurate tree-based models while ensuring the existence of recourse actions. Algorithmic Recourse (AR) aims to provide a recourse action for altering the undesired prediction result given by …