arXiv.org

Trees to Flows and Back: Unifying Decision Trees and Diffusion Models

Decision trees and diffusion models are ostensibly disparate model classes, one discrete and hierarchical, the other continuous and dynamic. This work unifies the two by establishing a crisp mathematical correspondence between hierarchical decision trees and diffusion processes in appropriate lim...