2 papers
stat.ME2025
Posterior Summarization for Variable Selection in Bayesian Tree Ensembles
Shengbin Ye, Meng Li
Variable selection remains a fundamental challenge in statistics, especially in nonparametric settings where model complexity can obscure interpretability. Bayesian tree ensembles,…
stat.ML2025
Ab Initio Nonparametric Variable Selection for Scalable Symbolic Regression with Large
Shengbin Ye, Meng Li
Symbolic regression (SR) is a powerful technique for discovering symbolic expressions that characterize nonlinear relationships in data, gaining increasing attention for its interp…