Vapnik–Chervonenkis theory
Vapnik–Chervonenkis theory (also known as VC theory) was developed during 1960–1990 by Vladimir Vapnik and Alexey Chervonenkis. The theory is a form of computational learning theory, which attempts to explain the learning process from a statistical point of view. VC theory is related to statistical learning theory and to empirical processes. Richard M. Dudley and Vladimir Vapnik, among others, have applied VC-theory to empirical processes.
known for
Alexey ChervonenkisCatalog of articles in probability theoryComputational learning theoryDavid HausslerDeaths in September 2014Glivenko–Cantelli theoremKXEN Inc.List of Columbia University peopleList of Russian IT developersList of important publications in computer scienceList of important publications in statisticsList of statistics articlesNIP (model theory)Outline of machine learningRademacher distributionSample complexityShattered setStability (learning theory)Structural risk minimizationSupport-vector machineVCVC theoremVC theoryVapnik-Chervonenkis theoremVapnik-Chervonenkis theoryVapnik Chervonenkis theoryVapnik–Chervonenkis dimensionVapnik–Chervonenkis theoremVladimir Vapnik
Link from a Wikipage to another Wikipage
known for
primaryTopic
Vapnik–Chervonenkis theory
Vapnik–Chervonenkis theory (also known as VC theory) was developed during 1960–1990 by Vladimir Vapnik and Alexey Chervonenkis. The theory is a form of computational learning theory, which attempts to explain the learning process from a statistical point of view. VC theory is related to statistical learning theory and to empirical processes. Richard M. Dudley and Vladimir Vapnik, among others, have applied VC-theory to empirical processes.
has abstract
La théorie de Vapnik-Chervonen ...... d'un point de vue statistique.
@fr
Vapnik–Chervonenkis theory (al ...... theory to empirical processes.
@en
Теорію Вапника — Червоненкіса ...... ед інших, та Володимир Вапник.
@uk
萬普尼克-澤范蘭傑斯理論(英語:Vapnik–Chervon ...... 支持向量机对机器学习的理论界以及各个应用领域都有极大的贡献。
@zh
Link from a Wikipage to an external page
Wikipage page ID
page length (characters) of wiki page
Wikipage revision ID
1,004,069,604
Link from a Wikipage to another Wikipage
wikiPageUsesTemplate
comment
La théorie de Vapnik-Chervonen ...... d'un point de vue statistique.
@fr
Vapnik–Chervonenkis theory (al ...... theory to empirical processes.
@en
Теорію Вапника — Червоненкіса ...... ед інших, та Володимир Вапник.
@uk
萬普尼克-澤范蘭傑斯理論(英語:Vapnik–Chervon ...... 支持向量机对机器学习的理论界以及各个应用领域都有极大的贡献。
@zh
label
Théorie de Vapnik-Chervonenkis
@fr
VC理论
@zh
Vapnik–Chervonenkis theory
@en
Теорія Вапника — Червоненкіса
@uk