skip to content
An introduction to computational learning theory Preview this item
ClosePreview this item
Checking...

An introduction to computational learning theory

Author: Michael J Kearns; Umesh Virkumar Vazirani
Publisher: Cambridge, Mass. : MIT Press, ©1994.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

 

Find a copy online

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Genre/Form: Electronic books
Additional Physical Format: Print version:
Kearns, Michael J.
Introduction to computational learning theory.
Cambridge, Mass. : MIT Press, ©1994
(DLC) 94016588
(OCoLC)30476515
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Michael J Kearns; Umesh Virkumar Vazirani
ISBN: 0585350531 9780585350530 0262276860 9780262276863
OCLC Number: 47009798
Description: 1 online resource (xii, 207 pages) : illustrations
Contents: The probably approximately correct learning model --
Occam's razor --
The Vapnik-Chervonenkis dimension --
Weak and strong learning --
Learning in the presence of noise --
Inherent unpredictability --
Reducibility in PAC learning --
Learning finite automata by experimentation --
Appendix: some tools for probabilistic analysis.
Responsibility: Michael J. Kearns, Umesh V. Vazirani.

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/47009798> # An introduction to computational learning theory
    a schema:CreativeWork, schema:Book, schema:MediaObject ;
   library:oclcnum "47009798" ;
   library:placeOfPublication <http://id.loc.gov/vocabulary/countries/mau> ;
   library:placeOfPublication <http://experiment.worldcat.org/entity/work/data/20908898#Place/cambridge_mass> ; # Cambridge, Mass.
   schema:about <http://experiment.worldcat.org/entity/work/data/20908898#Topic/neurale_netwerken> ; # Neurale netwerken
   schema:about <http://experiment.worldcat.org/entity/work/data/20908898#Topic/machine_learning> ; # Machine-learning
   schema:about <http://id.worldcat.org/fast/805020> ; # Algorithms
   schema:about <http://dewey.info/class/006.3/e20/> ;
   schema:about <http://experiment.worldcat.org/entity/work/data/20908898#Topic/reseaux_neuronaux_informatique> ; # Réseaux neuronaux (Informatique)
   schema:about <http://id.worldcat.org/fast/1036260> ; # Neural networks (Computer science)
   schema:about <http://experiment.worldcat.org/entity/work/data/20908898#Topic/intelligence_artificielle> ; # Intelligence artificielle
   schema:about <http://id.worldcat.org/fast/1004795> ; # Machine learning
   schema:about <http://experiment.worldcat.org/entity/work/data/20908898#Topic/computers_enterprise_applications_business_intelligence_tools> ; # COMPUTERS--Enterprise Applications--Business Intelligence Tools
   schema:about <http://experiment.worldcat.org/entity/work/data/20908898#Topic/computers_intelligence_ai_&_semantics> ; # COMPUTERS--Intelligence (AI) & Semantics
   schema:about <http://experiment.worldcat.org/entity/work/data/20908898#Topic/apprentissage_automatique> ; # Apprentissage automatique
   schema:about <http://experiment.worldcat.org/entity/work/data/20908898#Topic/algorithmes> ; # Algorithmes
   schema:about <http://id.worldcat.org/fast/817247> ; # Artificial intelligence
   schema:bookFormat schema:EBook ;
   schema:contributor <http://viaf.org/viaf/37023528> ; # Umesh Virkumar Vazirani
   schema:copyrightYear "1994" ;
   schema:creator <http://viaf.org/viaf/93426267> ; # Michael J. Kearns
   schema:datePublished "1994" ;
   schema:description "The probably approximately correct learning model -- Occam's razor -- The Vapnik-Chervonenkis dimension -- Weak and strong learning -- Learning in the presence of noise -- Inherent unpredictability -- Reducibility in PAC learning -- Learning finite automata by experimentation -- Appendix: some tools for probabilistic analysis."@en ;
   schema:exampleOfWork <http://worldcat.org/entity/work/id/20908898> ;
   schema:genre "Electronic books"@en ;
   schema:inLanguage "en" ;
   schema:isSimilarTo <http://www.worldcat.org/oclc/30476515> ;
   schema:name "An introduction to computational learning theory"@en ;
   schema:productID "47009798" ;
   schema:publication <http://www.worldcat.org/title/-/oclc/47009798#PublicationEvent/cambridge_mass_mit_press_1994> ;
   schema:publisher <http://experiment.worldcat.org/entity/work/data/20908898#Agent/mit_press> ; # MIT Press
   schema:url <http://mitpress.mit.edu/images/products/books/9780262111935-f30.jpg> ;
   schema:url <http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=6267405> ;
   schema:url <http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=49078> ;
   schema:workExample <http://worldcat.org/isbn/9780585350530> ;
   schema:workExample <http://worldcat.org/isbn/9780262276863> ;
   wdrs:describedby <http://www.worldcat.org/title/-/oclc/47009798> ;
    .


Related Entities

<http://experiment.worldcat.org/entity/work/data/20908898#Place/cambridge_mass> # Cambridge, Mass.
    a schema:Place ;
   schema:name "Cambridge, Mass." ;
    .

<http://experiment.worldcat.org/entity/work/data/20908898#Topic/apprentissage_automatique> # Apprentissage automatique
    a schema:Intangible ;
   schema:name "Apprentissage automatique"@fr ;
    .

<http://experiment.worldcat.org/entity/work/data/20908898#Topic/computers_enterprise_applications_business_intelligence_tools> # COMPUTERS--Enterprise Applications--Business Intelligence Tools
    a schema:Intangible ;
   schema:name "COMPUTERS--Enterprise Applications--Business Intelligence Tools"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/20908898#Topic/computers_intelligence_ai_&_semantics> # COMPUTERS--Intelligence (AI) & Semantics
    a schema:Intangible ;
   schema:name "COMPUTERS--Intelligence (AI) & Semantics"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/20908898#Topic/intelligence_artificielle> # Intelligence artificielle
    a schema:Intangible ;
   schema:name "Intelligence artificielle"@fr ;
    .

<http://experiment.worldcat.org/entity/work/data/20908898#Topic/reseaux_neuronaux_informatique> # Réseaux neuronaux (Informatique)
    a schema:Intangible ;
   schema:name "Réseaux neuronaux (Informatique)"@fr ;
    .

<http://id.worldcat.org/fast/1004795> # Machine learning
    a schema:Intangible ;
   schema:name "Machine learning"@en ;
    .

<http://id.worldcat.org/fast/1036260> # Neural networks (Computer science)
    a schema:Intangible ;
   schema:name "Neural networks (Computer science)"@en ;
    .

<http://id.worldcat.org/fast/805020> # Algorithms
    a schema:Intangible ;
   schema:name "Algorithms"@en ;
    .

<http://id.worldcat.org/fast/817247> # Artificial intelligence
    a schema:Intangible ;
   schema:name "Artificial intelligence"@en ;
    .

<http://viaf.org/viaf/37023528> # Umesh Virkumar Vazirani
    a schema:Person ;
   schema:familyName "Vazirani" ;
   schema:givenName "Umesh Virkumar" ;
   schema:name "Umesh Virkumar Vazirani" ;
    .

<http://viaf.org/viaf/93426267> # Michael J. Kearns
    a schema:Person ;
   schema:familyName "Kearns" ;
   schema:givenName "Michael J." ;
   schema:name "Michael J. Kearns" ;
    .

<http://worldcat.org/isbn/9780262276863>
    a schema:ProductModel ;
   schema:isbn "0262276860" ;
   schema:isbn "9780262276863" ;
    .

<http://worldcat.org/isbn/9780585350530>
    a schema:ProductModel ;
   schema:isbn "0585350531" ;
   schema:isbn "9780585350530" ;
    .

<http://www.worldcat.org/oclc/30476515>
    a schema:CreativeWork ;
   rdfs:label "Introduction to computational learning theory." ;
   schema:description "Print version:" ;
   schema:isSimilarTo <http://www.worldcat.org/oclc/47009798> ; # An introduction to computational learning theory
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.