Estimation of Dependences Based on Empirical Data: Empirical Inference Science

Provides the classical foundation of Statistical Learning Theory. Divided into two parts, this book covers a spectrum of ideas related to the essence of intelligence: from the rigorous statistical foundation of learning models to broad philosophical imperatives for generalization. It is intended for...

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Detalles Bibliográficos
Autor principal: Vapnik, Vladimir
Lenguaje:eng
Publicado: Springer 2006
Materias:
Mathematical Physics and Mathematics
Acceso en línea:http://cds.cern.ch/record/1411964
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author Vapnik, Vladimir
author_facet Vapnik, Vladimir
author_sort Vapnik, Vladimir
collection CERN
description Provides the classical foundation of Statistical Learning Theory. Divided into two parts, this book covers a spectrum of ideas related to the essence of intelligence: from the rigorous statistical foundation of learning models to broad philosophical imperatives for generalization. It is intended for statisticians, mathematicians, and others.
id cern-1411964
institution Organización Europea para la Investigación Nuclear
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publishDate 2006
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spelling cern-14119642021-04-22T00:46:42Zhttp://cds.cern.ch/record/1411964engVapnik, VladimirEstimation of Dependences Based on Empirical Data: Empirical Inference ScienceMathematical Physics and MathematicsProvides the classical foundation of Statistical Learning Theory. Divided into two parts, this book covers a spectrum of ideas related to the essence of intelligence: from the rigorous statistical foundation of learning models to broad philosophical imperatives for generalization. It is intended for statisticians, mathematicians, and others.Springeroai:cds.cern.ch:14119642006
spellingShingle Mathematical Physics and Mathematics
Vapnik, Vladimir
Estimation of Dependences Based on Empirical Data: Empirical Inference Science
title Estimation of Dependences Based on Empirical Data: Empirical Inference Science
title_full Estimation of Dependences Based on Empirical Data: Empirical Inference Science
title_fullStr Estimation of Dependences Based on Empirical Data: Empirical Inference Science
title_full_unstemmed Estimation of Dependences Based on Empirical Data: Empirical Inference Science
title_short Estimation of Dependences Based on Empirical Data: Empirical Inference Science
title_sort estimation of dependences based on empirical data: empirical inference science
topic Mathematical Physics and Mathematics
url http://cds.cern.ch/record/1411964
work_keys_str_mv AT vapnikvladimir estimationofdependencesbasedonempiricaldataempiricalinferencescience

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