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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 are based on optimization techniques--together with the Bayesian inference approach, whose essence lies in the use of a hierarchy of probabilistic models"...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Amsterdam [Netherlands] :
Academic Press,
2015.
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| Temas: | |
| Acceso en línea: | Texto completo |
| Sumario: | "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"--Publisher's website |
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| Descripción Física: | 1 online resource (1,075 pages) : illustrations |
| Bibliografía: | Includes bibliographical references and index. |
| ISBN: | 9780128017227 0128017228 |