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Computational Learning Theory

4th European Conference, EuroCOLT’99 Nordkirchen, Germany, March 29–31, 1999 Proceedings

  • Paul Fischer
  • Hans Ulrich Simon
Conference proceedings EuroCOLT 1999

Part of the Lecture Notes in Computer Science book series (LNCS, volume 1572)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 1572)

Table of contents

  1. Front Matter
    Pages I-X
  2. Invited Lectures

    1. Robert E. Schapire
      Pages 1-10
  3. Learning from Random Examples

    1. Nigel Duffy, David Helmbold
      Pages 18-33
    2. Ran Bachrach, Shai Fine, Eli Shamir
      Pages 34-49
    3. Peter Bartlett, Shai Ben-David
      Pages 50-62
  4. Learning from Queries and Counterexamples

    1. Víctor Dalmau, Peter Jeavons
      Pages 63-78
    2. David Guijarro, Víctor Lavín, Vijay Raghavan
      Pages 91-100
    3. Roni Khardon
      Pages 111-125
  5. Reinforcement Learning

  6. On-line Learning and Expert Advice

    1. D. P. Helmbold, S. Panizza, M. K. Warmuth
      Pages 138-152
    2. Jyrki Kivinen, Manfred K. Warmuth
      Pages 153-167
  7. Teaching and Learning

  8. Inductive Inference

    1. Matthias Ott, Frank Stephan
      Pages 183-197
    2. Sanjay Jain, Arun Sharma
      Pages 198-213
  9. Statistical Theory of Learning and Pattern Recognition

    1. Alex J. Smola, Robert C. Williamson, Sebastian Mika, Bernhard Schölkopf
      Pages 214-229
    2. Nicolas Vayatis, Robert Azencott
      Pages 230-240
    3. John Shawe-Taylor, Nello Cristianini
      Pages 263-273
    4. John Shawe-Taylor, Robert C. Williamson
      Pages 274-285
    5. Robert C. Williamson, Alex J. Smola, Bernhard Schölkopf
      Pages 285-299
  10. Back Matter
    Pages 301-301

About these proceedings

Keywords

Algorithmic Learning Computational Learning Inductive Inference Online Learning learning learning theory pattern recognition reinforcement learning

Editors and affiliations

  • Paul Fischer
    • 1
  • Hans Ulrich Simon
    • 2
  1. 1.Lehrstuhl für Informatik IIUniversität DortmundDortmundGermany
  2. 2.Fakultät für MathematikRuhr Universität BochumBochumGermany

Bibliographic information

  • DOI https://doi.org/10.1007/3-540-49097-3
  • Copyright Information Springer-Verlag Berlin Heidelberg 1999
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-540-65701-9
  • Online ISBN 978-3-540-49097-5
  • Series Print ISSN 0302-9743
  • Buy this book on publisher's site
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