Machine learning : a Bayesian and optimization perspective / Sergios Theodoridis.

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"...

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Bibliographic Details
Main Author: Theodoridis, Sergios, 1951- (Author)
Format: Electronic eBook
Language:English
Published: Amsterdam [Netherlands] : Academic Press, 2015.
Subjects:
Machine learning.
Mathematical optimization.
Bayesian statistical decision theory.
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