4 citations · 4 across the 4 of their papers we have counts for
4 papers
Semi-Supervised Conditional Diffusion via Label Augmentation
Jin Su, Yuan Gao, Yong Zhou +1
Conditional diffusion models have become a powerful and flexible framework for learning complex conditional distributions from labeled data. In practice, however, acquiring high-qu…
Robust subgroup-classifier learning and testing in change-plane regressions
Xu Liu, Jian Huang, Yong Zhou +1
Considered here are robust subgroup-classifier learning and testing in change-plane regressions with heavy-tailed errors, which can identify subgroups as a basis for making optimal…
Efficient subgroup testing in change-plane models
Xu Liu, Jian Huang, Yong Zhou +2
Considered here is a hypothesis test for the coefficients in the change-plane regression models to detect the existence of a change plane. The test that is considered is from the c…
Semi-Penalized Inference with Direct False Discovery Rate Control in High-Dimensions
Jian Huang, Shuangge Ma, Cun-Hui Zhang +1
We propose a new method, semi-penalized inference with direct false discovery rate control (SPIDR), for variable selection and confidence interval construction in high-dimensional…