-51% OFFCambridge University Press
Algebraic Geometry and Statistical Learning Theory (English, Sumio Watanabe)
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Book Details
| ISBN-13 | 9780521864671 |
| ISBN-10 | 0521864674 |
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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
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