Coverart for item
The Resource Algorithmic learning in a random world, Vladimir Vovk, Alexander Gammerman, Glenn Shafer, (electronic book)

Algorithmic learning in a random world, Vladimir Vovk, Alexander Gammerman, Glenn Shafer, (electronic book)

Label
Algorithmic learning in a random world
Title
Algorithmic learning in a random world
Statement of responsibility
Vladimir Vovk, Alexander Gammerman, Glenn Shafer
Creator
Contributor
Subject
Language
eng
Summary
This scientific monograph develops significant new algorithmic foundations in machine learning theory. Researchers and postgraduates in CS, statistics, and A.I. should find the book an authoritative and formal presentation of some of the most promising theoretical developments in machine learning
Cataloging source
COO
http://library.link/vocab/creatorDate
1960-
http://library.link/vocab/creatorName
Vovk, Vladimir
Dewey number
519.2/87
Illustrations
illustrations
Index
index present
LC call number
QA279.2
LC item number
.V68 2005
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1946-
http://library.link/vocab/relatedWorkOrContributorName
  • Gammerman, A.
  • Shafer, Glenn
http://library.link/vocab/subjectName
  • Prediction theory
  • Algorithms
  • Stochastic processes
Label
Algorithmic learning in a random world, Vladimir Vovk, Alexander Gammerman, Glenn Shafer, (electronic book)
Instantiates
Publication
Bibliography note
Includes bibliographical references (p. 303-316) and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction; Conformal prediction; Classification with conformal predictors; Modifications of conformal predictors; Probabilistic prediction I: impossibility results; Probabilistic prediction II: Venn predictors; Beyond exchangeability; On-line compression modeling I: conformal prediction; On-line compression modeling II: Venn prediction; Perspectives and contrasts
Control code
SPR209818494
Extent
xiv, 324 p.
Form of item
online
Isbn
9780387250618
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
ill.
Specific material designation
remote
Label
Algorithmic learning in a random world, Vladimir Vovk, Alexander Gammerman, Glenn Shafer, (electronic book)
Publication
Bibliography note
Includes bibliographical references (p. 303-316) and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction; Conformal prediction; Classification with conformal predictors; Modifications of conformal predictors; Probabilistic prediction I: impossibility results; Probabilistic prediction II: Venn predictors; Beyond exchangeability; On-line compression modeling I: conformal prediction; On-line compression modeling II: Venn prediction; Perspectives and contrasts
Control code
SPR209818494
Extent
xiv, 324 p.
Form of item
online
Isbn
9780387250618
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
ill.
Specific material designation
remote

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