Machine learning : a Bayesian and optimization perspective /

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

Main Author:	Theodoridis, Sergios, 1951-
Corporate Author:	ScienceDirect (Online service)
Format:	eBook
Language:	English
Published:	London ; San Diego : Elsevier : Academic Press, 2015.
Series:	.NET Developers Series.
Subjects:	Machine learning. Bayesian statistical decision theory. Mathematical optimization. Apprentissage automatique. Théorie de la décision bayésienne. Optimisation mathématique. COMPUTERS > General. Bayesian statistical decision theory Machine learning Mathematical optimization Electronic books.
Online Access:	Connect to the full text of this electronic book