Vapnik, Vladimir Naumovich
Overview
Works:  20 works in 135 publications in 5 languages and 3,417 library holdings 

Roles:  Author, Editor, Honoree 
Publication Timeline
.
Most widely held works by
Vladimir Naumovich Vapnik
Statistical learning theory by
Vladimir Naumovich Vapnik(
)
19 editions published between 1998 and 2015 in English and Chinese and held by 1,134 WorldCat member libraries worldwide
A comprehensive look at learning and generalization theory. The statistical theory of learning and generalization concerns the problem of choosing desired functions on the basis of empirical data. Highly applicable to a variety of computer science and robotics fields, this book offers lucid coverage of the theory as a whole. Presenting a method for determining the necessary and sufficient conditions for consistency of learning process, the author covers function estimates from small data pools, applying these estimations to reallife problems, and much more
19 editions published between 1998 and 2015 in English and Chinese and held by 1,134 WorldCat member libraries worldwide
A comprehensive look at learning and generalization theory. The statistical theory of learning and generalization concerns the problem of choosing desired functions on the basis of empirical data. Highly applicable to a variety of computer science and robotics fields, this book offers lucid coverage of the theory as a whole. Presenting a method for determining the necessary and sufficient conditions for consistency of learning process, the author covers function estimates from small data pools, applying these estimations to reallife problems, and much more
Estimation of dependences based on empirical data by
Vladimir Naumovich Vapnik(
)
36 editions published between 1982 and 2006 in English and German and held by 877 WorldCat member libraries worldwide
Provides the classical foundation of Statistical Learning Theory. Divided into two parts, this book covers a spectrum of ideas related to the essence of intelligence: from the rigorous statistical foundation of learning models to broad philosophical imperatives for generalization. It is intended for statisticians, mathematicians, and others
36 editions published between 1982 and 2006 in English and German and held by 877 WorldCat member libraries worldwide
Provides the classical foundation of Statistical Learning Theory. Divided into two parts, this book covers a spectrum of ideas related to the essence of intelligence: from the rigorous statistical foundation of learning models to broad philosophical imperatives for generalization. It is intended for statisticians, mathematicians, and others
The nature of statistical learning theory by
Vladimir Naumovich Vapnik(
Book
)
42 editions published between 1995 and 2010 in 3 languages and held by 876 WorldCat member libraries worldwide
"The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning and generalization. It considers learning as a general problem of function estimation based on empirical data. Omitting proofs and technical details, the author concentrates on discussing the main results of learning theory and their connections to fundamental problems in statistics."The publisher
42 editions published between 1995 and 2010 in 3 languages and held by 876 WorldCat member libraries worldwide
"The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning and generalization. It considers learning as a general problem of function estimation based on empirical data. Omitting proofs and technical details, the author concentrates on discussing the main results of learning theory and their connections to fundamental problems in statistics."The publisher
Empirical inference : festschrift in honor of Vladimir N. Vapnik by
Bernhard Schölkopf(
)
4 editions published in 2013 in English and held by 399 WorldCat member libraries worldwide
This book honours the outstanding contributions of Vladimir Vapnik, a rare example of a scientist for whom the following statements hold true simultaneously: his work led to the inception of a new field of research, the theory of statistical learning and empirical inference; he has lived to see the field blossom; and he is still as active as ever. He started analyzing learning algorithms in the 1960s and he invented the first version of the generalized portrait algorithm. He later developed one of the most successful methods in machine learning, the support vector machine (SVM)  more than just an algorithm, this was a new approach to learning problems, pioneering the use of functional analysis and convex optimization in machine learning
4 editions published in 2013 in English and held by 399 WorldCat member libraries worldwide
This book honours the outstanding contributions of Vladimir Vapnik, a rare example of a scientist for whom the following statements hold true simultaneously: his work led to the inception of a new field of research, the theory of statistical learning and empirical inference; he has lived to see the field blossom; and he is still as active as ever. He started analyzing learning algorithms in the 1960s and he invented the first version of the generalized portrait algorithm. He later developed one of the most successful methods in machine learning, the support vector machine (SVM)  more than just an algorithm, this was a new approach to learning problems, pioneering the use of functional analysis and convex optimization in machine learning
Theorie der Zeichenerkennung by
Vladimir Naumovich Vapnik(
Book
)
4 editions published in 1979 in German and held by 50 WorldCat member libraries worldwide
4 editions published in 1979 in German and held by 50 WorldCat member libraries worldwide
Teorii︠a︡ raspoznavanii︠a︡ obrazov. Stat. problemy obuchenii︠a︡ by
Vladimir Naumovich Vapnik(
Book
)
6 editions published in 1974 in 3 languages and held by 18 WorldCat member libraries worldwide
6 editions published in 1974 in 3 languages and held by 18 WorldCat member libraries worldwide
Vosstanovlenie zavisimosteĭ po ėmpiricheskim dannym by
Vladimir Naumovich Vapnik(
Book
)
3 editions published in 1979 in Russian and held by 17 WorldCat member libraries worldwide
3 editions published in 1979 in Russian and held by 17 WorldCat member libraries worldwide
Algoritmy i programmy vosstanovlenii︠a︡ zavisimosteĭ(
Book
)
3 editions published in 1984 in Russian and held by 15 WorldCat member libraries worldwide
3 editions published in 1984 in Russian and held by 15 WorldCat member libraries worldwide
Teorija raspoznavanija obrazov : statističeskie problemy obučenija by
Vladimir Naumovich Vapnik(
Book
)
3 editions published in 1974 in Russian and Undetermined and held by 7 WorldCat member libraries worldwide
3 editions published in 1974 in Russian and Undetermined and held by 7 WorldCat member libraries worldwide
Problemy sovremennoĭ kibernetiki by
Vladimir Naumovich Vapnik(
Book
)
3 editions published in 1975 in Russian and held by 5 WorldCat member libraries worldwide
3 editions published in 1975 in Russian and held by 5 WorldCat member libraries worldwide
Algoritmy obuchenii︠a︡ raspoznavanii︠u︡ obrazov(
Book
)
1 edition published in 1973 in Russian and held by 4 WorldCat member libraries worldwide
1 edition published in 1973 in Russian and held by 4 WorldCat member libraries worldwide
Ocherki o matematike : sbornik stateĭ(
Book
)
2 editions published in 1973 in Russian and held by 4 WorldCat member libraries worldwide
2 editions published in 1973 in Russian and held by 4 WorldCat member libraries worldwide
Zadacha obucheniia raspoznavaniiu obrazov by
Vladimir Naumovich Vapnik(
Book
)
1 edition published in 1971 in Russian and held by 3 WorldCat member libraries worldwide
1 edition published in 1971 in Russian and held by 3 WorldCat member libraries worldwide
Sovremennye problemy kibernetiki : sbornik stateĭ(
Book
)
2 editions published in 1972 in Russian and held by 2 WorldCat member libraries worldwide
2 editions published in 1972 in Russian and held by 2 WorldCat member libraries worldwide
An overview of statistical learning theory by
Vladimir Naumovich Vapnik(
)
1 edition published in 1999 in English and held by 1 WorldCat member library worldwide
1 edition published in 1999 in English and held by 1 WorldCat member library worldwide
Structure of statistical learning theory by
Vladimir Naumovich Vapnik(
)
1 edition published in 1996 in English and held by 1 WorldCat member library worldwide
1 edition published in 1996 in English and held by 1 WorldCat member library worldwide
Problemy sevremennoj kibernetiki(
Book
)
1 edition published in 1975 in Undetermined and held by 1 WorldCat member library worldwide
1 edition published in 1975 in Undetermined and held by 1 WorldCat member library worldwide
Fibrosis research : methods and protocols by
Vladimir Naumovich Vapnik(
Book
)
1 edition published in 2010 in English and held by 1 WorldCat member library worldwide
1 edition published in 2010 in English and held by 1 WorldCat member library worldwide
Zadača obučeniâ razpoznavaniû obrazov by
Vladimir Naumovich Vapnik(
Book
)
1 edition published in 1971 in Russian and held by 1 WorldCat member library worldwide
1 edition published in 1971 in Russian and held by 1 WorldCat member library worldwide
Sovremennye problemy kibernetiki : (sbornik statej) by
Vladimir Naumovich Vapnik(
Book
)
1 edition published in 1972 in Russian and held by 1 WorldCat member library worldwide
1 edition published in 1972 in Russian and held by 1 WorldCat member library worldwide
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Artificial intelligence Artificial intelligenceMathematical models Computational learning theory Computer science Cybernetics CyberneticsMathematical models Distribution (Probability theory) Estimation theory Mathematical optimization Mathematical statistics Mathematics MathematicsIndustrial applications Optical pattern recognition Pattern perception Probabilities Reasoning Statistics StatisticsComputer programs
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Alternative Names
Vapnik, V.
Vapnik, V. 1936
Vapnik, V. N.
Vapnik, Vladimir.
Vapnik, Vladimir 1936
Vapnik, Vladimir N.
Vapnik, Vladimir N. 1936
Vapnik Vladimir Naoumovitch
Vapnik, Vladimir Naumovič 1936
Vapnik Vladimir Naumovich
Vladimir Vapnik matematico e statistico sovietico
Vladimir Vapnik matemático ruso
Vladimir Vapnik mathématicien
Vladimir Vapnik Russian mathematician
Vladimir Vapnik Russisch wiskundige
Vladimir Vapnik Soviet mathematician
WapnikTscherwonenkis, .. 1936
Wapnik W. N.
Wapnik, W. N. 1936
Wapnik, Wladimir Naumowitsch 1936
Wladimir Naumowitsch Wapnik sowjetischamerikanischer Mathematiker
Вапник Володимир Наумович
ולדימיר ופניק
ולדימיר ופניק מתמטיקאי רוסי
ウラジミール・ヴァプニク
弗拉基米尔·万普尼克
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