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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 rely on optimization techniques, as well as Bayesian inference, which is based on a hierarchy of probabilistic models. The book presents the major machine learning...
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| Lenguaje: | eng |
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Academic Press
2015
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| Acceso en línea: | http://cds.cern.ch/record/1994283 |