A Bayesian Bi-Directional Splitting Framework for Variable Selection in Large Datasets

Aaron Coats, Vinny Davies, Mayetri Gupta

Modern tabular datasets are becoming increasingly large, both in the number of samples and covariates, posing significant challenges for Bayesian variable selection due to the resu…