Algebraic Geometry and Statistical Learning Theory by Watanabe, Sumio

Algebraic Geometry and Statistical Learning Theory (Hardcover) (ISBN-13: 9780521864671)

Vendor: Sumio Watanabe
Product type: Books
Format: Hardcover
$100.00
$100.00
$100.00
Subtotal: $100.00
Algebraic Geometry and Statistical Learning Theory by Watanabe, Sumio

Algebraic Geometry and Statistical Learning Theory

$100.00
Algebraic Geometry and Statistical Learning Theory by Watanabe, Sumio

Algebraic Geometry and Statistical Learning Theory

$100.00
Format: Hardcover
Description
Description
x
Sure to be influential, Watanabe's book lays the foundations for the use of algebraic geometry in statistical learning theory. Many models/machines are singular: mixture models, neural networks, HMMs, Bayesian networks, stochastic context-free grammars are major examples. The theory achieved here underpins accurate estimation techniques in the presence of singularities.

Author: Sumio Watanabe
ISBN-10: 0521864674
ISBN-13: 9780521864671
Publisher: Cambridge University Press
Language: English
Published: 08/13/2009
Pages: 300
Format: Hardcover
Weight: 1.20lbs
Size: 9.00h x 6.00w x 0.80d

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