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Generalized Sparse Additive Models

We present a unified framework for estimation and analysis of generalized additive models in high dimensions. The framework defines a large class of penalized regression estimators, encompassing many existing methods. An efficient computational algorithm for this class is presented that easily scale...

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Detalles Bibliográficos
Autores principales: Haris, Asad, Simon, Noah, Shojaie, Ali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10593424/
https://www.ncbi.nlm.nih.gov/pubmed/37873545