Group sparse regularization for deep neural networks

Simone Scardapane; Danilo Comminiello; Amir Hussain; Aurelio Uncini

doi:10.1016/j.neucom.2017.02.029

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Group sparse regularization for deep neural networks

Simone Scardapane Danilo Comminiello Amir Hussain Aurelio Uncini

Year: 2017 Journal: Neurocomputing Vol: 241 Pages: 81-89 Publisher: Elsevier BV

DOI: 10.1016/j.neucom.2017.02.029

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Keywords:

Regularization (linguistics) Artificial intelligence Artificial neural network Computer science Group (periodic table) Deep neural networks Pattern recognition (psychology) Mathematics Chemistry

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Sparse and Compressive Sensing Techniques

Physical Sciences → Engineering → Computational Mechanics

Image and Signal Denoising Methods

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Medical Image Segmentation Techniques

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Group sparse regularization for deep neural networks

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