Algebraic Geometry and Statistical Learning Theory (English, Sumio Watanabe)
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Book Details
Publisher
Cambridge University Press
Language
English
ISBN-13
9780521864671
ISBN-10
0521864674
Author
Sumio Watanabe
About the Book
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.
ISBN: 9780521864671
ISBN-13: 9780521864671
ISBN-10: 0521864674
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Algebraic Geometry and Statistical Learning Theory starts from ₹5460 at GlowMirror. Available in Paperback.
Who is the author of Algebraic Geometry and Statistical Learning Theory?
Sumio Watanabe is the author of Algebraic Geometry and Statistical Learning Theory. Browse more books by Sumio Watanabe on GlowMirror.
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Product ID: isbn-9780521864671
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