2 papers
stat.ML2026
Bayesian Model Averaging under Predictor Redundancy via Density-Ratio Posterior Compression
Hanqing Li, Xuewen Lu, Yuting Chen
Bayesian model averaging in support-indexed regression induces a posterior distribution over active predictor supports. Under predictor redundancy, posterior mass can spread across…
stat.CO2022
Exact and approximate computation of the scatter halfspace depth
Xiaohui Liu, Yuzi Liu, Petra Laketa +2
The scatter halfspace depth (sHD) is an extension of the location halfspace (also called Tukey) depth that is applicable in the nonparametric analysis of scatter. Using sHD, it is…