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Algebraic Geometry and Statistical Learning Theory by Sumio Watanabe, Hardcover | Indigo Chapters

From Sumio Watanabe

Current price: $114.95
Algebraic Geometry and Statistical Learning Theory by Sumio Watanabe, Hardcover | Indigo Chapters
Algebraic Geometry and Statistical Learning Theory by Sumio Watanabe, Hardcover | Indigo Chapters

From Sumio Watanabe

Algebraic Geometry and Statistical Learning Theory by Sumio Watanabe, Hardcover | Indigo Chapters

Current price: $114.95
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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. | Algebraic Geometry and Statistical Learning Theory by Sumio Watanabe, Hardcover | Indigo Chapters

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