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Solutions to selected exercises are available from the authors. A Practical Guide to scirus Invariant Calculus Elizabeth Louise Mansfield Published online: 05 June 2012 Print publication: 29 April 2010 Book Get access Buy the print book Check if you have access via personal or institutional login Log in Register Export citation View description This book explains recent results in the theory of moving frames that concern the symbolic manipulation of invariants of Lie group actions.

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Algebraic Geometry and Statistical Learning Theory Sumio Watanabe Published online: 10 January 2011 Print publication: 13 August 2009 Book Get access Buy the print book Check if you have access via personal or institutional login Log in Register Export citation View description Sure to be influential, this book lays the foundations for the use of algebraic geometry in statistical learning theory. Many widely used statistical models and learning machines applied to information science have a parameter space that is singular: mixture models, neural networks, HMMs, Bayesian networks, and stochastic context-free grammars are major examples.

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It will also serve as an introduction for graduate students and others entering the field, who wish to see how the problems raised in learning theory relate to other disciplines.

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Comments:

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