2 papers
stat.ME2022
Sparse Bayesian Lasso via a Variable-Coefficient Penalty
Nathan Wycoff, Ali Arab, Katharine M. Donato +1
Modern statistical learning algorithms are capable of amazing flexibility, but struggle with interpretability. One possible solution is sparsity: making inference such that many of…
cs.LG2022
Subgroup Discovery in Unstructured Data
Ali Arab, Dev Arora, Jialin Lu +1
Subgroup discovery is a descriptive and exploratory data mining technique to identify subgroups in a population that exhibit interesting behavior with respect to a variable of inte…