Download E-books Algebraic Geometry and Statistical Learning Theory (Cambridge Monographs on Applied and Computational Mathematics) PDF

By Sumio Watanabe

Absolute to be influential, Watanabe's publication lays the rules for using algebraic geometry in statistical studying thought. Many models/machines are singular: mix versions, neural networks, HMMs, Bayesian networks, stochastic context-free grammars are significant examples. the speculation completed the following underpins exact estimation ideas within the presence of singularities.

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Read or Download Algebraic Geometry and Statistical Learning Theory (Cambridge Monographs on Applied and Computational Mathematics) PDF

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