Machine learning : a Bayesian and optimization perspective /

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This tutorial text gives a unifying perspective on machine learning by covering both probabilistic and deterministic approaches -which are based on optimization techniques - together with the Bayesian inference approach, whose essence lies in the use of a hierarchy of probabilistic models. The book...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Theodoridis, Sergios, 1951- (Author)
Format: Electronic eBook
Language:Inglés
Published: London ; San Diego : Elsevier : Academic Press, [2020]
Edition:2nd edition.
Subjects:
Machine learning > Mathematical models.
Bayesian statistical decision theory.
Mathematical optimization.
Apprentissage automatique > Mod�eles math�ematiques.
Th�eorie de la d�ecision bay�esienne.
Optimisation math�ematique.
Bayesian statistical decision theory
Machine learning > Mathematical models
Mathematical optimization
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