Resultaten voor 'gabor lugosi'
-
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 -
Combinatorial Methods in Density Estimation
Density estimation has evolved enormously since the days of bar plots and histograms, but researchers and users are still struggling with the problem of the selection of the bin widths.
€ 174,95