Documentos de Jaramillo-Garzon J.A. | REDI

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Año de Publicación: "2018"

Subtipo de publicación

Conference Object(1)

Publisher

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(1)

Área temáticas

Ciencias de la computación(1)

Área de conocimiento

Aprendizaje automático(1)

Ciencias de la computación(1)

Origen

Palabras Claves

Hyperparameter optimization(1)

Learning curves(1)

Singular spectrum analysis(1)

deep learning(1)

Efficient hyperparameter optimization in convolutional neural networks by learning curves pbkp_rediction

Conference Object

Abstract: In this work, we present an automatic framework for hyperparameter selection in Convolutional Neural

Palabras claves:

deep learning, forecasting, Hyperparameter optimization, Learning curves, Singular spectrum analysis, SVR

A. E. Castro-Ospina, Cardona-Escobar A., Giraldo-Forero A., Jaramillo-Garzon J.A.