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 Learning Theory: 17th Annual Conference on Learning Theory, Colt 2004, Banff, Canada, July 1-4, 2004, Proceedings J. Shawe-Taylor John Shawe-Taylor Yoram Singer 9783540222828
This volume contains papers presented at the 17th Annual Conference on Le- ning Theory (previously known as the Conference on Computational Learning Theory) held in Ban?, Canada from July 1 to 4, 2004. The technical program contained 43 papers selected from 107 submissions, 3 open problems selected from among 6 contributed, and 3 invited lectures. The invited lectures were given by Michael Kearns...
cena: 515,82
    
Learning Theory: 17th Annual Conference on Learning Theory, Colt 2004, Banff, Canada, July 1-4, 2004, Proceedings
 Advances in Intelligent Data Analysis VII John Shawe-Taylor 9783540748243
Weareproudtopresenttheproceedingsoftheseventhbiennialconferenceinthe Intelligent Data Analysis series. The conference took place in Ljubljana, Slo- nia, September 6-8, 2007. IDA continues to expand its scope, quality and size. It started as a small side-symposium as part of a larger conference in 1995 in Baden-Baden(Germany).It quickly attractedmoreinterest in both submissions and attendance as...
cena: 338,58
    
Advances in Intelligent Data Analysis VII
 
Computational Statistics and Machine Learning: A Sparse Approach focuses on using sparse algorithms in statistics and machine learning. The first part addresses the L_0 norm minimization using greedy algorithms and considers the set covering machines, matching pursuit algorithms in machine learning, and random projection methods. The second part, which addresses L_1 norm...
cena: 314,37
    
Computational Statistics and Machine Learning: A Sparse Approach
 Kernel Methods for Pattern Analysis John Shawe-Taylor Nello Cristianini 9780521813976
This book provides professionals with a large selection of algorithms, kernels and solutions ready for implementation and suitable for standard pattern discovery problems in fields such as bioinformatics, text analysis and image analysis. It also serves as an introduction for students and researchers to the growing field of kernel-based pattern analysis, demonstrating with examples how to...
cena: 391,60
    
Kernel Methods for Pattern Analysis