Pattern Recognition and Machine Learning - Couverture souple

Bishop, Christopher M.

 
9781493938438: Pattern Recognition and Machine Learning
Couverture souple
ISBN 10 : 1493938436 ISBN 13 : 9781493938438
Editeur : Springer-Verlag New York Inc., 2016

Synopsis

Cert article n est plus en solde !

Probability Distributions.- Linear Models for Regression.- Linear Models for Classification.- Neural Networks.- Kernel Methods.- Sparse Kernel Machines.- Graphical Models.- Mixture Models and EM.- Approximate Inference.- Sampling Methods.- Continuous Latent Variables.- Sequential Data.- Combining Models.

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À propos de l?auteur

​Chris Bishop is a Microsoft Distinguished Scientist and the Laboratory Director at Microsoft Research Cambridge. He is also Professor of Computer Science at the University of Edinburgh, and a Fellow of Darwin College, Cambridge. In 2004, he was elected Fellow of the Royal Academy of Engineering, and in 2007 he was elected Fellow of the Royal Society of Edinburgh.
Chris obtained a BA in Physics from Oxford, and a PhD in Theoretical Physics from the University of Edinburgh, with a thesis on quantum field theory. He then joined Culham Laboratory where he worked on the theory of magnetically confined plasmas as part of the European controlled fusion programme.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer-Verlag New York Inc.
Date d'édition
2016
Langue
anglais
ISBN 10 
1493938436
ISBN 13 
9781493938438
Reliure
Broché
Nombre de pages
798
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