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Phase Transitions in Transfer Learning for High-Dimensional Perceptrons

Transfer learning seeks to improve the generalization performance of a target task by exploiting the knowledge learned from a related source task. Central questions include deciding what information one should transfer and when transfer can be beneficial. The latter question is related to the so-cal...

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Detalles Bibliográficos
Autores principales: Dhifallah, Oussama, Lu, Yue M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8066313/
https://www.ncbi.nlm.nih.gov/pubmed/33801733
http://dx.doi.org/10.3390/e23040400