Search Results for author: Ali Arab

Found 2 papers, 1 papers with code

Sparse Bayesian Lasso via a Variable-Coefficient $\ell_1$ Penalty

no code implementations9 Nov 2022 Nathan Wycoff, Ali Arab, Katharine M. Donato, Lisa O. Singh

Modern statistical learning algorithms are capable of amazing flexibility, but struggle with interpretability.

regression Uncertainty Quantification

Subgroup Discovery in Unstructured Data

1 code implementation15 Jul 2022 Ali Arab, Dev Arora, Jialin Lu, Martin Ester

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 interest.

Attribute Descriptive +1

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