Generalization Bounds for Coregularized Multiple Kernel Learning

Multiple kernel learning (MKL) as an approach to automated kernel selection plays an important role in machine learning. Some learning theories have been built to analyze the generalization of multiple kernel learning. However, less work has been studied on multiple kernel learning in the framework...

Descripción completa

Detalles Bibliográficos
Autores principales: Wu, Xinxing, Hu, Guosheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2018
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6236656/
https://www.ncbi.nlm.nih.gov/pubmed/30515195
http://dx.doi.org/10.1155/2018/1853517

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6236656/
https://www.ncbi.nlm.nih.gov/pubmed/30515195
http://dx.doi.org/10.1155/2018/1853517

Ejemplares similares