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)
Resource Information
The item Algorithmic learning in a random world, Vladimir Vovk, Alexander Gammerman, Glenn Shafer, (electronic book) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Liverpool.This item is available to borrow from 1 library branch.
Resource Information
The item Algorithmic learning in a random world, Vladimir Vovk, Alexander Gammerman, Glenn Shafer, (electronic book) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Liverpool.
This item is available to borrow from 1 library branch.
- 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
- Language
- eng
- Extent
- xiv, 324 p.
- 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
- Isbn
- 9780387250618
- Label
- Algorithmic learning in a random world
- Title
- Algorithmic learning in a random world
- Statement of responsibility
- Vladimir Vovk, Alexander Gammerman, Glenn Shafer
- 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)
- 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)
- 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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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.liverpool.ac.uk/portal/Algorithmic-learning-in-a-random-world-Vladimir/kv22ertx1zI/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.liverpool.ac.uk/portal/Algorithmic-learning-in-a-random-world-Vladimir/kv22ertx1zI/">Algorithmic learning in a random world, Vladimir Vovk, Alexander Gammerman, Glenn Shafer, (electronic book)</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.liverpool.ac.uk/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.liverpool.ac.uk/">University of Liverpool</a></span></span></span></span></div>
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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.liverpool.ac.uk/portal/Algorithmic-learning-in-a-random-world-Vladimir/kv22ertx1zI/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.liverpool.ac.uk/portal/Algorithmic-learning-in-a-random-world-Vladimir/kv22ertx1zI/">Algorithmic learning in a random world, Vladimir Vovk, Alexander Gammerman, Glenn Shafer, (electronic book)</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.liverpool.ac.uk/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.liverpool.ac.uk/">University of Liverpool</a></span></span></span></span></div>
