Flexible Modeling and Multitask Learning using Differentiable Tree Ensembles

Shibal Ibrahim, Hussein Hazimeh, Rahul Mazumder

Decision tree ensembles are widely used and competitive learning models. Despite their success, popular toolkits for learning tree ensembles have limited modeling capabilities. For…