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Advanced lectures on machine learning revised lectures

By: Material type: TextTextLanguage: English Series: Lecture notes in artificial intelligence; v 3176Publication details: Berlin Springer-Verlag 2004Description: 240pISBN:
  • 3-540-23122-6
Subject(s): DDC classification:
  • 6.31 M149
Summary: This book presents revised lectures of two subsequent summer schools held in 2003 in Canberra, Australia, and in T ingen, Germany. The tutorial lectures included are devoted to statistical learning theory, unsupervised learning, Bayesian inference, and applications in pattern recognition; they provide in-depth overviews of exciting new developments and contain a large number of references.
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This book presents revised lectures of two subsequent summer schools held in 2003 in Canberra, Australia, and in T ingen, Germany. The tutorial lectures included are devoted to statistical learning theory, unsupervised learning, Bayesian inference, and applications in pattern recognition; they provide in-depth overviews of exciting new developments and contain a large number of references.

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