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Pattern Recognition and Machine Learning

Christopher M. BishopPattern Recognition andMachine LearningChristopher M. Bishop DirectorMicrosoft Research LtdCambridge CB3 0FB, cmbishopSeries EditorsMichael JordanDepartment of ComputerScience and Departmentof StatisticsUniversity of California,BerkeleyBerkeley, CA 94720 USAP rofessor Jon KleinbergDepartment of ComputerScienceCornell UniversityIthaca, NY 14853 USAB ernhard Scho lkopfMax Planck Institute forBiological CyberneticsSpemannstrasse 3872076 Tu bingenGermanyLibrary of Congress Control Number: 2006922522 ISBN-10: 0-387-31073-8 ISBN-13: 978-0387-31073-2 Printed on acid-free paper.

Cornell University Ithaca, NY 14853 USA Bernhard Scho¨lkopf Max Planck Institute for ... taking a few minutes to complete, through to ( ), which denotes a significantly ... Note that x (which has dimensionality N) uses a different typeface to distinguish it from x ...

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