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Monograph available for loan

Pattern recognition and machine learning (2006)

Bishop, Christopher M.

New York, NY : Springer

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Call number: 19/M 07.0424

Description / Table of Contents: Contents: Introduction. - 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.

Type of Medium: Monograph available for loan

Pages: XX, 738 S. , Ill., graph. Darst.

ISBN: 0387310738 , 978-0-387-31073-2

Series Statement: Information science and statistics

Classification:

Mathematics

Location: Reading room

Branch Library: GFZ Library

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