Optimization for machine learning /

An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities. The interplay between optimization and machine learning is one of the most important developments in modern computational science. Optimization formulations a...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Sra, Suvrit, 1976-, Nowozin, Sebastian, 1980-, Wright, Stephen J., 1960-
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cambridge, Mass. : MIT Press, [2012]
Colección:Neural information processing series.
Temas:
Machine learning > Mathematical models.
Mathematical optimization.
Apprentissage automatique > Modèles mathématiques.
Optimisation mathématique.
COMPUTERS > Enterprise Applications > Business Intelligence Tools.
COMPUTERS > Intelligence (AI) & Semantics.
COMPUTERS > Machine Theory.
Machine learning > Mathematical models
Mathematical optimization
COMPUTER SCIENCE/Machine Learning & Neural Networks
COMPUTER SCIENCE/Artificial Intelligence
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