Parsimonious Optimization of Multitask Neural Network Hyperparameters.

Valsecchi, Cecile; Consonni, Viviana; Todeschini, Roberto; Orlandi, Marco Emilio; Gosetti, Fabio; Ballabio, Davide

Valsecchi, Cecile; Consonni, Viviana; Todeschini, Roberto; Orlandi, Marco Emilio; Gosetti, Fabio; Ballabio, Davide.

Afiliación

Valsecchi C; Department of Earth and Environmental Sciences, University of Milano-Bicocca, Piazza della Scienza 1, 20126 Milano, Italy.
Consonni V; Department of Earth and Environmental Sciences, University of Milano-Bicocca, Piazza della Scienza 1, 20126 Milano, Italy.
Todeschini R; Department of Earth and Environmental Sciences, University of Milano-Bicocca, Piazza della Scienza 1, 20126 Milano, Italy.
Orlandi ME; Department of Earth and Environmental Sciences, University of Milano-Bicocca, Piazza della Scienza 1, 20126 Milano, Italy.
Gosetti F; Department of Earth and Environmental Sciences, University of Milano-Bicocca, Piazza della Scienza 1, 20126 Milano, Italy.
Ballabio D; Department of Earth and Environmental Sciences, University of Milano-Bicocca, Piazza della Scienza 1, 20126 Milano, Italy.

Molecules ; 26(23)2021 Nov 30.

Article en En | MEDLINE | ID: mdl-34885837

Palabras clave

genetic algorithms; grid search; neural networks; optimization; random search; tree-structured Parzen estimator

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Idioma: En Revista: Molecules Asunto de la revista: BIOLOGIA Año: 2021 Tipo del documento: Article País de afiliación: Italia

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