Generalized and Scalable Optimal Sparse Decision Trees

Jimmy Lin, Chudi Zhong, Diane Hu +2

Decision tree optimization is notoriously difficult from a computational perspective but essential for the field of interpretable machine learning. Despite efforts over the past 40…