omitir hasta el contenido
The design and analysis of efficient learning algorithms Ver este material de antemano
CerrarVer este material de antemano
Chequeando…

The design and analysis of efficient learning algorithms

Autor: Robert E Schapire
Editorial: Cambridge, Mass. : MIT Press, ©1992.
Serie: ACM doctoral dissertation award, 1991.
Edición/Formato:   Print book : Inglés (eng)Ver todas las ediciones y todos los formatos
Base de datos:WorldCat
Resumen:

This text describes results derived from the mathematically oriented framework of computational learning theory. Focusing on the design of efficient learning algorithms and their performance, it  Leer más

Calificación:

(todavía no calificado) 0 con reseñas - Ser el primero.

Temas
Más materiales como éste

 

Encontrar un ejemplar en la biblioteca

&AllPage.SpinnerRetrieving; Encontrando bibliotecas que tienen este material…

Detalles

Formato físico adicional: Online version:
Schapire, Robert E.
Design and analysis of efficient learning algorithms.
Cambridge, Mass. : MIT Press, ©1992
(OCoLC)654250685
Tipo de documento: Libro/Texto
Todos autores / colaboradores: Robert E Schapire
ISBN: 0262193256 9780262193252
Número OCLC: 26307663
Descripción: ix, 217 p. : ill. ; 24 cm.
Contenido: Part 1 The strength of weak learnability: the equivalence of strong and weak learnability; improving Learn's time and sample complexity; variations on the learning model; general complexity bounds for PAC learning; conclusions and open problems. Part 2 Statistical methods for inference of read-once formulas: exact identification of read-once majority formulas; exact identification of read-once positive NAND formulas; handling random misclassification noise; learning unbounded-depth formulas; learning probabilistic read-once formulas; conclusion and open problems. Part 3 Efficient distribution-free learning of probabilistic concepts: the learning model; efficient algorithms - the direct approach; hypothesis testing and expected loss; uniform convergence methods; a lower bound on sample size; Occam's Razor for genenral loss functions; conclusions and open problems. Part 4 Inference of finite automata using homing sequences: two representations of finite automata; homing sequences; a state-based algorithm for general automata; a diversity-based algorithm for general automata; a state-based algorithm for permutation automata; a diversity-based algorithm for permulation automata; experimental results; conclusions and open questions.
Título de la serie: ACM doctoral dissertation award, 1991.
Responsabilidad: Robert E. Schapire.

Reseñas

Reseñas contribuidas por usuarios
Recuperando reseñas de GoodReads…
Recuperando reseñas de DOGObooks…

Etiquetas

Ser el primero.
Confirmar este pedido

Ya ha pedido este material. Escoja OK si desea procesar el pedido de todos modos.

Datos enlazados


Primary Entity

<http://www.worldcat.org/oclc/26307663> # The design and analysis of efficient learning algorithms
    a schema:Book, schema:CreativeWork ;
   library:oclcnum "26307663" ;
   library:placeOfPublication <http://experiment.worldcat.org/entity/work/data/20851452#Place/cambridge_mass> ; # Cambridge, Mass.
   library:placeOfPublication <http://id.loc.gov/vocabulary/countries/mau> ;
   schema:about <http://experiment.worldcat.org/entity/work/data/20851452#Thing/algorithms> ; # Algorithms
   schema:about <http://experiment.worldcat.org/entity/work/data/20851452#Topic/analyse_algorithmique> ; # analyse algorithmique
   schema:about <http://experiment.worldcat.org/entity/work/data/20851452#Topic/lernerfolg> ; # Lernerfolg
   schema:about <http://experiment.worldcat.org/entity/work/data/20851452#Topic/algorithme_apprentissage> ; # algorithme apprentissage
   schema:about <http://experiment.worldcat.org/entity/work/data/20851452#Topic/automate_fini> ; # automate fini
   schema:about <http://id.worldcat.org/fast/1004795> ; # Machine learning
   schema:about <http://experiment.worldcat.org/entity/work/data/20851452#Topic/algorithmes> ; # Algorithmes
   schema:about <http://experiment.worldcat.org/entity/work/data/20851452#Topic/algorithmus> ; # Algorithmus
   schema:about <http://experiment.worldcat.org/entity/work/data/20851452#Topic/methode_statistique> ; # méthode statistique
   schema:about <http://experiment.worldcat.org/entity/work/data/20851452#Topic/machine_learning> ; # Machine-learning
   schema:about <http://dewey.info/class/511.3/e20/> ;
   schema:about <http://id.worldcat.org/fast/805020> ; # Algorithms
   schema:about <http://experiment.worldcat.org/entity/work/data/20851452#Topic/algoritmen> ; # Algoritmen
   schema:about <http://experiment.worldcat.org/entity/work/data/20851452#Topic/computerunterstutztes_lernen> ; # Computerunterstütztes Lernen
   schema:about <http://experiment.worldcat.org/entity/work/data/20851452#Topic/algorithme_efficace> ; # algorithme efficace
   schema:about <http://experiment.worldcat.org/entity/work/data/20851452#Topic/apprentissage_machine> ; # apprentissage machine
   schema:about <http://experiment.worldcat.org/entity/work/data/20851452#Topic/conception_algorithme> ; # conception algorithme
   schema:about <http://experiment.worldcat.org/entity/work/data/20851452#Topic/apprentissage_automatique> ; # Apprentissage automatique
   schema:about <http://experiment.worldcat.org/entity/work/data/20851452#Topic/lernendes_system> ; # Lernendes System
   schema:bookFormat bgn:PrintBook ;
   schema:copyrightYear "1992" ;
   schema:creator <http://viaf.org/viaf/46940747> ; # Robert E. Schapire
   schema:datePublished "1992" ;
   schema:exampleOfWork <http://worldcat.org/entity/work/id/20851452> ;
   schema:inLanguage "en" ;
   schema:isPartOf <http://experiment.worldcat.org/entity/work/data/20851452#Series/acm_doctoral_dissertation_award> ; # ACM doctoral dissertation award ;
   schema:isPartOf <http://experiment.worldcat.org/entity/work/data/20851452#Series/acm_doctoral_dissertation_awards> ; # ACM doctoral dissertation awards ;
   schema:isSimilarTo <http://www.worldcat.org/oclc/654250685> ;
   schema:name "The design and analysis of efficient learning algorithms"@en ;
   schema:numberOfPages "217" ;
   schema:productID "26307663" ;
   schema:publication <http://www.worldcat.org/title/-/oclc/26307663#PublicationEvent/cambridge_mass_mit_press_c1992> ;
   schema:publisher <http://experiment.worldcat.org/entity/work/data/20851452#Agent/mit_press> ; # MIT Press
   schema:workExample <http://worldcat.org/isbn/9780262193252> ;
   umbel:isLike <http://bnb.data.bl.uk/id/resource/GB9250470> ;
   wdrs:describedby <http://www.worldcat.org/title/-/oclc/26307663> ;
    .


Related Entities

<http://experiment.worldcat.org/entity/work/data/20851452#Place/cambridge_mass> # Cambridge, Mass.
    a schema:Place ;
   schema:name "Cambridge, Mass." ;
    .

<http://experiment.worldcat.org/entity/work/data/20851452#Series/acm_doctoral_dissertation_award> # ACM doctoral dissertation award ;
    a bgn:PublicationSeries ;
   schema:hasPart <http://www.worldcat.org/oclc/26307663> ; # The design and analysis of efficient learning algorithms
   schema:name "ACM doctoral dissertation award ;" ;
    .

<http://experiment.worldcat.org/entity/work/data/20851452#Series/acm_doctoral_dissertation_awards> # ACM doctoral dissertation awards ;
    a bgn:PublicationSeries ;
   schema:hasPart <http://www.worldcat.org/oclc/26307663> ; # The design and analysis of efficient learning algorithms
   schema:name "ACM doctoral dissertation awards ;" ;
    .

<http://experiment.worldcat.org/entity/work/data/20851452#Topic/algorithme_apprentissage> # algorithme apprentissage
    a schema:Intangible ;
   schema:name "algorithme apprentissage"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/20851452#Topic/algorithme_efficace> # algorithme efficace
    a schema:Intangible ;
   schema:name "algorithme efficace"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/20851452#Topic/analyse_algorithmique> # analyse algorithmique
    a schema:Intangible ;
   schema:name "analyse algorithmique"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/20851452#Topic/apprentissage_automatique> # Apprentissage automatique
    a schema:Intangible ;
   schema:name "Apprentissage automatique"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/20851452#Topic/apprentissage_machine> # apprentissage machine
    a schema:Intangible ;
   schema:name "apprentissage machine"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/20851452#Topic/computerunterstutztes_lernen> # Computerunterstütztes Lernen
    a schema:Intangible ;
   schema:name "Computerunterstütztes Lernen"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/20851452#Topic/conception_algorithme> # conception algorithme
    a schema:Intangible ;
   schema:name "conception algorithme"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/20851452#Topic/methode_statistique> # méthode statistique
    a schema:Intangible ;
   schema:name "méthode statistique"@en ;
    .

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

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

<http://viaf.org/viaf/46940747> # Robert E. Schapire
    a schema:Person ;
   schema:familyName "Schapire" ;
   schema:givenName "Robert E." ;
   schema:name "Robert E. Schapire" ;
    .

<http://worldcat.org/isbn/9780262193252>
    a schema:ProductModel ;
   schema:isbn "0262193256" ;
   schema:isbn "9780262193252" ;
    .

<http://www.worldcat.org/oclc/654250685>
    a schema:CreativeWork ;
   rdfs:label "Design and analysis of efficient learning algorithms." ;
   schema:description "Online version:" ;
   schema:isSimilarTo <http://www.worldcat.org/oclc/26307663> ; # The design and analysis of efficient learning algorithms
    .


Content-negotiable representations

Cerrar ventana

Inicie una sesión con WorldCat 

¿No tienes una cuenta? Puede fácilmente crear una cuenta gratuita.