Laszlo Gyorfi – författare
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4 produkter
Distribution-Free Theory of Nonparametric Regression
Av Harro Walk, Adam Krzyzak m. fl.
E-bok, 2006
4718 kr
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The regression estimation problem has a long history. Already in 1632 Galileo Galilei used a procedure which can be interpreted as ?tting a linear relationship to contaminated observed data. Such ?tting of a line through a cloud of points is the classical linear regression problem. A solution of …
Probabilistic Theory of Pattern Recognition
Av Gabor Lugosi, Laszlo Gyorfi m. fl.
E-bok, 2013
1434 kr
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Pattern recognition presents one of the most significant challenges for scientists and engineers, and many different approaches have been proposed. The aim of this book is to provide a self-contained account of probabilistic analysis of these approaches. The book includes a discussion of distance …
Algorithmic Learning Theory
19th International Conference, ALT 2008, Budapest, Hungary, October 13-16, 2008, Proceedings
Av Thomas Zeugmann, Gyorgy Turan m. fl.
E-bok, 2008
734 kr
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This volume contains papers presented at the 19th International Conference on Algorithmic Learning Theory (ALT 2008), which was held in Budapest, Hungary during October 13–16, 2008. The conference was co-located with the 11th - ternational Conference on Discovery Science (DS 2008). The technical …
Principles of Nonparametric Learning
E-bok, 2014
1948 kr
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The book provides systematic in-depth analysis of nonparametric learning. It covers the theoretical limits and the asymptotical optimal algorithms and estimates, such as pattern recognition, nonparametric regression estimation, universal prediction, vector quantization, distribution and density …
