Gabor Lugosi Books

Concentration Inequalities: A Nonasymptotic Theory of Independence
Concentration Inequalities: A Nonasymptotic Theory of Independence
A Probabilistic Theory of Pattern Recognition
Prediction, Learning, and Games
A Probabilistic Theory of Pattern Recognition
A Probabilistic Theory of Pattern Recognition

By Luc Devroye, Laszlo Gyorfi, Gabor Lugosi

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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-contain...

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Combinatorial Methods in Density Estimation
Combinatorial Methods in Density Estimation

By Luc Devroye

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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. This text e...

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Algorithmic learning theory
Concentration Inequalities
Combinatorial Methods in Density Estimation
Prediction Learning and Games

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