Machine Learning with Noisy Labels Definitions, Theory, Techniques and Solutions

Most of the modern machine learning models, based on deep learning techniques, depend on carefully curated and cleanly labelled training sets to be reliably trained and deployed. However, the expensive labelling process involved in the acquisition of such training sets limits the number and size of...

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Detalles Bibliográficos
Autor principal: Carneiro, Gustavo (-)
Formato: Libro electrónico
Idioma:Inglés
Publicado: San Diego : Elsevier Science & Technology 2024.
Edición:1st ed
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009835404506719

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