33 citations · 33 across the 2 of their papers we have counts for
2 papers
stat.ML2024
Diffusion Boosted Trees
Xizewen Han, Mingyuan Zhou
Combining the merits of both denoising diffusion probabilistic models and gradient boosting, the diffusion boosting paradigm is introduced for tackling supervised learning problems…
stat.ML2022★ 33 cited
CARD: Classification and Regression Diffusion Models
Xizewen Han, Huangjie Zheng, Mingyuan Zhou
Learning the distribution of a continuous or categorical response variable given its covariates is a fundamental problem in statistics and machine l…