Group selection and shrinkage: Structured sparsity for semiparametric additive models

no code implementations • 25 May 2021 • Ryan Thompson, Farshid Vahid

Sparse regression and classification estimators that respect group structures have application to an assortment of statistical and machine learning problems, from multitask learning to sparse additive modeling to hierarchical selection.

Additive models regression