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

11 June 2024

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

5 / 5 papers shown

Title
Posterior Mean Matching: Generative Modeling through Online Bayesian Inference Sebastian Salazar Michal Kucer Yixin Wang Emily Casleton David Blei DiffM 81 0 0 17 Dec 2024
Supervised Score-Based Modeling by Gradient Boosting Changyuan Zhao Hongyang Du Guangyuan Liu Dusit Niyato DiffM 34 0 0 02 Nov 2024
Unmasking Trees for Tabular Data Calvin McCarter 24 2 0 08 Jul 2024
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,635 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,042 0 06 Jun 2015