Algebraic Geometry and Statistical Learning Theory (Bog, Hardback, Engelsk) af Sumio (Tokyo Institute of Technology) Watanabe
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Algebraic Geometry and Statistical Learning Theory

(Bog, Hardback, Engelsk)
Forfatter: Sumio (Tokyo Institute of Technology) Watanabe
Algebraic Geometry and Statistical Learning Theory
Forlag: Cambridge University Press

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Beskrivelse

Sure to be influential, this book lays the foundations for the use of algebraic geometry in statistical learning theory. Many widely used statistical models are singular: mixture models, neural networks, HMMs, and Bayesian networks are major examples. The theory achieved here underpins accurate estimation techniques in the presence of singularities.

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Alle detaljer

Forlag Cambridge University Press
Forfatter Sumio (Tokyo Institute of Technology) Watanabe
Type Bog
Format Hardback
Sprog Engelsk
Udgivelsesdato 13-08-2009
Første udgivelsesår 2009
Serie Cambridge Monographs on Applied and Computational Mathematics
Illustrationer Worked examples or Exercises; 13 Halftones, unspecified
Originalsprog United Kingdom
Sideantal 300
Indbinding Hardback
Forlag Cambridge University Press
Sideoplysninger 300 pages, Worked examples or Exercises; 13 Halftones, unspecified
Mål 237 x 159 x 21
ISBN-13 / EAN-13 9780521864671