Titlebook: Algorithmic Learning Theory; 15th International C Shoham Ben-David,John Case,Akira Maruoka Conference proceedings 2004 Springer-Verlag Berl

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0302-9743 ing. Below we give a brief overview of the ?eld, placing each of these topics in the general context of the ?eld. Formal models of automated learning re?ect various facets of the wide range of 978-3-540-23356-5978-3-540-30215-5Series ISSN 0302-9743 Series E-ISSN 1611-3349

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Conference proceedings 2004ata, PAC Learning & Boosting, Statistical - pervisedLearning,LogicBasedLearning,andQuery&ReinforcementLearning. Below we give a brief overview of the ?eld, placing each of these topics in the general context of the ?eld. Formal models of automated learning re?ect various facets of the wide range of

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978-3-540-23356-5Springer-Verlag Berlin Heidelberg 2004

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Applications of Regularized Least Squares to Classification ProblemsWe present a survey of recent results concerning the theoretical and empirical performance of algorithms for learning regularized least-squares classifiers. The behavior of these family of learning algorithms is analyzed in both the statistical and the worst-case (individual sequence) data-generating models.

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String Pattern Discovery series of our works concerning with the string pattern discovery. It includes theoretical analyses of learnabilities of some pattern classes, as well as development of practical data structures which support efficient string processing.

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Brain-Imaging

Shoham Ben-David,John Case,Akira MaruokaIncludes supplementary material:

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Lecture Notes in Computer Sciencehttp://image.papertrans.cn/a/image/152986.jpg