Sökt på: Böcker av Gabor Lugosi
totalt 15 träffar
A Probabilistic Theory of Pattern Recognition
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 …
Prediction, Learning, and Games
This important text and reference for researchers and students in machine learning, game theory, statistics and information theory offers a comprehensive treatment of the problem …
A Probabilistic Theory of Pattern Recognition
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 …
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 …
Learning Theory
This book constitutes the refereed proceedings of the 19th Annual Conference on Learning Theory, COLT 2006, held in Pittsburgh, Pennsylvania, USA, June 2006. The book presents 43 …
Algorithmic Learning Theory
This book constitutes the refereed proceedings of the 20th International Conference on Algorithmic Learning Theory, ALT 2009, held in Porto, Portugal, in October 2009, co-located …
Concentration Inequalities
Concentration inequalities for functions of independent random variables is an area of probability theory that has witnessed a great revolution in the last few decades, and has …
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 …
Algorithmic Learning Theory
This book constitutes the refereed proceedings of the 20th International Conference on Algorithmic Learning Theory, ALT 2009, held in Porto, Portugal, in October 2009, co-located …
Prediction, Learning, and Games
This important text and reference for researchers and students in machine learning, game theory, statistics and information theory offers a comprehensive treatment of the problem …
Combinatorial Methods in Density Estimation
Users of density estimation methods still struggle with selection of bin widths. This text explores a paradigm for data-based or automatic selection of free parameters of density …
Concentration Inequalities
Concentration inequalities for functions of independent random variables is an area of probability theory that has witnessed a great revolution in the last few decades, and has …