Measures of Complexity

Festschrift for Alexey Chervonenkis

Editors: Vovk, Vladimir, Papadopoulos, Harris, Gammerman, Alexander (Eds.)

  • Alexey Chervonenkis made an outstanding contribution to the areas of pattern recognition and computational learning
  • Valuable for researchers and graduate students
  • Contributors are leading scientists in statistics, theoretical computer science, and mathematics
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Buy this book

eBook $99.00
price for USA (gross)
  • ISBN 978-3-319-21852-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $129.00
price for USA
  • ISBN 978-3-319-21851-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book brings together historical notes, reviews of research developments, fresh ideas on how to make VC (Vapnik–Chervonenkis) guarantees tighter, and new technical contributions in the areas of machine learning, statistical inference, classification, algorithmic statistics, and pattern recognition.

The contributors are leading scientists in domains such as statistics, mathematics, and theoretical computer science, and the book will be of interest to researchers and graduate students in these domains.

Table of contents (25 chapters)

  • Chervonenkis’s Recollections

    Chervonenkis, Alexey

    Pages 3-8

  • A Paper that Created Three New Fields: Teoriya Veroyatnosteĭ i Ee Primeneniya 16(2), 1971, pp. 264–279

    Dudley, R. M.

    Pages 9-10

  • On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities

    Vapnik, V. N. (et al.)

    Pages 11-30

  • Sketched History: VC Combinatorics, 1826 up to 1975

    Dudley, R. M.

    Pages 31-42

  • Institute of Control Sciences Through the Lens of VC Dimension

    Novoseltsev, Vasily N.

    Pages 43-53

Buy this book

eBook $99.00
price for USA (gross)
  • ISBN 978-3-319-21852-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $129.00
price for USA
  • ISBN 978-3-319-21851-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Measures of Complexity
Book Subtitle
Festschrift for Alexey Chervonenkis
Editors
  • Vladimir Vovk
  • Harris Papadopoulos
  • Alexander Gammerman
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-21852-6
DOI
10.1007/978-3-319-21852-6
Hardcover ISBN
978-3-319-21851-9
Edition Number
1
Number of Pages
XXXI, 399
Number of Illustrations and Tables
17 b/w illustrations, 30 illustrations in colour
Topics