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Table of contents

  1. Front Matter
  2. Amos Beimel, Eyal Kushilevitz
    Pages 3-15
  3. David Guijarro, Víctor Lavín, Vijay Raghavan
    Pages 16-26
  4. Nader H. Bshouty, Christino Tamon, David K. Wilson
    Pages 27-37
  5. Yoav Freund, Yishay Mansour
    Pages 109-118
  6. Nicolò Cesa-Bianchi, Paul Fischer, Eli Shamir, Hans Ulrich Simon
    Pages 119-133
  7. David Helmbold, Stephen Kwek, Leonard Pitt
    Pages 134-149
  8. Francesco Bergadano, Nader H. Bshouty, Christino Tamon, Stefano Varricchio
    Pages 150-161
  9. Jorge Castro, David Guijarro, Víctor Lavín
    Pages 162-170
  10. Ryuhei Uehara, Kensei Tsuchida, Ingo Wegener
    Pages 171-184
  11. Satoshi Matsumoto, Ayumi Shinohara
    Pages 185-197
  12. Peter Bartlett, Tamás Linder, Gábor Lugosi
    Pages 210-222
  13. Pascal Koiran, Eduardo D. Sontag
    Pages 223-237
  14. Jānis Bārzdiņs, Rūsiņš Freivalds, Carl H. Smith
    Pages 272-285
  15. John Case, Sanjay Jain, Mandayam Suraj
    Pages 286-300
  16. Andris Ambainis, Sanjay Jain, Arun Sharma
    Pages 301-315
  17. Susanne Kaufmann, Frank Stephan
    Pages 316-330
  18. Back Matter

About these proceedings

Introduction

This book constitutes the refereed proceedings of the Third European Conference on Computational Learning Theory, EuroCOLT'97, held in Jerusalem, Israel, in March 1997.
The book presents 25 revised full papers carefully selected from a total of 36 high-quality submissions. The volume spans the whole spectrum of computational learning theory, with a certain emphasis on mathematical models of machine learning. Among the topics addressed are machine learning, neural nets, statistics, inductive inference, computational complexity, information theory, and theoretical physics.

Keywords

Algorithmische Komplexität Algorithmisches Lernen Induktive Inferenz Neuronale Netze Sprachenlernen algorithm algorithms classification complexity computational complexity inductive inference information theory learning theory machine learning neural networks

Bibliographic information

  • DOI https://doi.org/10.1007/3-540-62685-9
  • Copyright Information Springer-Verlag Berlin Heidelberg 1997
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-540-62685-5
  • Online ISBN 978-3-540-68431-2
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site