Adaptive Data Compression for Classification Problems

Data subset selection is a crucial task in deploying machine learning algorithms under strict constraints regarding memory and computation resources. Despite extensive research in this area, a practical difficulty is the lack of rigorous strategies for identifying the optimal size of the reduced dat...

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Autores principales: Farhad Pourkamali-Anaraki, Walter D. Bennette
Formato: article
Lenguaje:EN
Publicado: IEEE 2021
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Acceso en línea:https://doaj.org/article/81109cc807f3452398476c90783b5d60
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