Tommaso Aldinucci

Contextual Decision Trees

2022 · arXiv (Cornell University)

Focusing on Random Forests, we propose a multi-armed contextual bandit recommendation framework for feature-based selection of a single shallow tree of the learned ensemble. The trained system, which works on top of the Random Forest, …