Coresets for the Average Case Error for Finite Query Sets

Coreset is usually a small weighted subset of an input set of items, that provably approximates their loss function for a given set of queries (models, classifiers, hypothesis). That is, the maximum (worst-case) error over all queries is bounded. To obtain smaller coresets, we suggest a natural rela...

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Detalles Bibliográficos
Autores principales: Maalouf, Alaa, Jubran, Ibrahim, Tukan, Murad, Feldman, Dan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8512382/
https://www.ncbi.nlm.nih.gov/pubmed/34641008
http://dx.doi.org/10.3390/s21196689

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8512382/
https://www.ncbi.nlm.nih.gov/pubmed/34641008
http://dx.doi.org/10.3390/s21196689

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