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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.ME2021★ 2 cited
Operator-induced structural variable selection for identifying materials genes
Shengbin Ye, Thomas P. Senftle, Meng Li
In the emerging field of materials informatics, a fundamental task is to identify physicochemically meaningful descriptors, or materials genes, which are engineered from primary fe…