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On Robustness of Neural Architecture Search Under Label Noise

Neural architecture search (NAS), which aims at automatically seeking proper neural architectures given a specific task, has attracted extensive attention recently in supervised learning applications. In most real-world situations, the class labels provided in the training data would be noisy due to...

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Detalles Bibliográficos
Autores principales: Chen, Yi-Wei, Song, Qingquan, Liu, Xi, Sastry, P. S., Hu, Xia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7931895/
https://www.ncbi.nlm.nih.gov/pubmed/33693377
http://dx.doi.org/10.3389/fdata.2020.00002

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