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Date : 2009-09-28
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Algebraic Geometry and Statistical Learning Theory ~ Sure to be influential this book lays the foundations for the use of algebraic geometry in statistical learning theory Many widely used statistical models are singular mixture models neural networks HMMs and Bayesian networks are major examples
Algebraic Geometry and Statistical Learning Theory ~ Sure to be influential this book lays the foundations for the use of algebraic geometry in statistical learning theory Many widely used statistical models are singular mixture models neural networks HMMs and Bayesian networks are major examples
Customer reviews Algebraic Geometry and ~ Statistical learning theory is now a wellestablished subject and has found practical use in artificial intelligence as well as a framework for studying computational learning theory There are many fine books on the subject but this one studies it from the standpoint of algebraic geometry a field which decades ago was deemed too esoteric for use in the real world but is now embedded in myriads of applications
Algebraic Geometry and Statistical Learning Theory Sumio ~ 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 contextfree grammars are major examples
Algebraic geometry and statistical learning theory in ~ 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 contextfree grammars are major examples Algebraic geometry and singularity theory provide the necessary tools for studying such nonsmooth models
Algebraic Geometry and Statistical Learning Theory Sumio ~ You can write a book review and share your experiences Other readers will always be interested in your opinion of the books youve read Whether youve loved the book or not if you give your honest and detailed thoughts then people will find new books that are right for them
Buy Algebraic Geometry and Statistical Learning Theory ~ Buy Algebraic Geometry and Statistical Learning Theory Cambridge Monographs on Applied and Computational Mathematics book online at best prices in India on Read Algebraic Geometry and Statistical Learning Theory Cambridge Monographs on Applied and Computational Mathematics book reviews author details and more at Free delivery on qualified orders
Authors page Algebraic Geometry and Statistical ~ Algebraic geometry and singularity theory provide the mathematical foundation on which a new statistical learning theory is constructed For example resolution of singularities is a powerful method which makes the log likelihood function be a common standard form
Cambridge Monographs on Mathematical Physics ~ The monographs in this series are of outstanding scholarship and written by those at the very frontiers of research Subject areas covered include cosmology astrophysics relativity theory particle physics quantum theory nuclear physics statistical mechanics condensed matter physics plasma physics and the theory of chaos
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