2 papers
stat.ME2026
Consistent Bayesian Local Spatial Feature Selection with Application to Spatial Multimodal Omics
Kun Huang, Xiyu Peng, Huiyan Sang +1
Motivated by a high-dimensional regression problem in spatial multimodal omics (SMO), we propose a Bayesian framework for local spatial feature selection, where a random domain par…
stat.ML2025
SBAMDT: Bayesian Additive Decision Trees with Adaptive Soft Semi-multivariate Split Rules
Stamatina Lamprinakou, Huiyan Sang, Bledar A. Konomi +1
Bayesian Additive Regression Trees [BART, Chipman et al., 2010] have gained significant popularity due to their remarkable predictive performance and ability to quantify uncertaint…