Treeffuser: Probabilistic Predictions via Conditional Diffusions with Gradient-Boosted Trees

Nicolas Beltran-Velez, Alessandro Antonio Grande, Achille Nazaret +2

Probabilistic prediction aims to compute predictive distributions rather than single point predictions. These distributions enable practitioners to quantify uncertainty, compute ri…