Neural Architecture Search via Proxy Validation

This paper searches for the optimal neural architecture by minimizing a proxy of validation loss. Existing neural architecture search (NAS) methods used to discover the optimal neural architecture that best fits the validation examples given the up-to-date network weights. These intermediate validat...

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Publié dans:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 6 vom: 08. Juni, Seite 7595-7610
Auteur principal:	Li, Yanxi (Auteur)
Autres auteurs:	Dong, Minjing, Wang, Yunhe, Xu, Chang
Format:	Article en ligne
Langue:	English
Publié:	2023
Accès à la collection:	IEEE transactions on pattern analysis and machine intelligence
Sujets:	Journal Article