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Informatica en informatietechnologie
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Informatica en informatietechnologie
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Prijs
Resultaten voor 'gabor lugosi'
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Concentration Inequalities
A Nonasymptotic Theory of IndependenceAn accessible account of the rich theory surrounding concentration inequalities in probability theory, with applications from machine learning and statistics to high-dimensional geometry. This book introduces key ideas and presents a detailed summary of the state-of-the-art in the area, making it ideal for independent learning and as a reference.
€ 61,50 -
Learning Theory
19th Annual Conference on Learning Theory, COLT 2006, Pittsburgh, PA, USA, June 22-25, 2006, ProceedingsConstitutes the refereed proceedings of the 19th Annual Conference on Learning Theory, COLT 2006, held in Pittsburgh, Pennsylvania, USA, June 2006. This book presents the papers that cover a range of topics including clustering, un- and semi-supervised learning, statistical learning theory, regularized learning and kernel methods, and more.
€ 120,95 -
A Probabilistic Theory of Pattern Recognition
The book includes a discussion of distance measures, nonparametric methods based on kernels or nearest neighbors, Vapnik-Chervonenkis theory, epsilon entropy, parametric classification, error estimation, free classifiers, and neural networks.
€ 119,95 -
Algorithmic Learning Theory
20th International Conference, ALT 2009, Porto, Portugal, October 3-5, 2009, ProceedingsThe papers are divided into topical sections of papers on online learning, learning graphs, active learning and query learning, statistical learning, inductive inference, and semisupervised and unsupervised learning.
€ 60,50 -
A Probabilistic Theory of Pattern Recognition
The book includes a discussion of distance measures, nonparametric methods based on kernels or nearest neighbors, Vapnik-Chervonenkis theory, epsilon entropy, parametric classification, error estimation, free classifiers, and neural networks.
€ 174,95