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Algebraic Geometry and Statistical Learning Theory by Sumio Watanabe, Hardcover | Indigo Chapters
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Algebraic Geometry and Statistical Learning Theory by Sumio Watanabe, Hardcover | Indigo Chapters in Ottawa, ON
From Sumio Watanabe
Current price: $121.95
From Sumio Watanabe
Algebraic Geometry and Statistical Learning Theory by Sumio Watanabe, Hardcover | Indigo Chapters in Ottawa, ON
Current price: $121.95
Loading Inventory...
Size: 1 x 1 x 1
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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
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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