WorldCat Identities

Vapnik, Vladimir Naumovich

Overview
Works: 19 works in 149 publications in 5 languages and 3,466 library holdings
Roles: Author, Editor, Honoree
Publication Timeline
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Most widely held works by Vladimir Naumovich Vapnik
The nature of statistical learning theory by Vladimir Naumovich Vapnik( Book )

38 editions published between 1995 and 2010 in 3 languages and held by 742 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
Estimation of dependences based on empirical data by Vladimir Naumovich Vapnik( Book )

54 editions published between 1982 and 2006 in English and German and held by 511 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
Statistical learning theory by Vladimir Naumovich Vapnik( Book )

18 editions published between 1998 and 2015 in English and Chinese and held by 447 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 real-life problems, and much more
Theorie der Zeichenerkennung by Vladimir Naumovich Vapnik( Book )

4 editions published in 1979 in German and held by 48 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

Teorii︠a︡ raspoznavanii︠a︡ obrazov. Stat. problemy obuchenii︠a︡ by Vladimir Naumovich Vapnik( Book )

6 editions published in 1974 in 3 languages and held by 16 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

Empirical inference : festschrift in honor of Vladimir N. Vapnik by Bernhard Schölkopf( Book )

4 editions published in 2013 in English and held by 12 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. Part I of this book contains three chapters describing and witnessing some of Vladimir Vapnik's contributions to science. In the first chapter, Léon Bottou discusses the seminal paper published in 1968 by Vapnik and Chervonenkis that lay the foundations of statistical learning theory, and the second chapter is an English-language translation of that original paper. In the third chapter, Alexey Chervonenkis presents a first-hand account of the early history of SVMs and valuable insights into the first steps in the development of the SVM in the framework of the generalised portrait method. The remaining chapters, by leading scientists in domains such as statistics, theoretical computer science, and mathematics, address substantial topics in the theory and practice of statistical learning theory, including SVMs and other kernel-based methods, boosting, PAC-Bayesian theory, online and transductive learning, loss functions, learnable function classes, notions of complexity for function classes, multitask learning, and hypothesis selection. These contributions include historical and context notes, short surveys, and comments on future research directions. This book will be of interest to researchers, engineers, and graduate students engaged with all aspects of statistical learning
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

Problemy sovremennoĭ kibernetiki by Vladimir Naumovich Vapnik( Book )

4 editions published in 1975 in Russian and Undetermined and held by 6 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

Algoritmy obuchenii︠a︡ raspoznavanii︠u︡ obrazov( Book )

1 edition 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

Sovremennye problemy kibernetiki : sbornik by Vladimir Naumovich Vapnik( Book )

3 editions published in 1972 in Russian and held by 3 WorldCat member libraries worldwide

The Nature of Statistical Learning Theory by Vladimir Naumovich Vapnik( )

1 edition published in 1995 in English and held by 3 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

Zadača obučeniâ razpoznavaniû obrazov by Vladimir Naumovich Vapnik( Book )

1 edition published in 1971 in Russian 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

Structure of statistical learning theory by Vladimir Naumovich Vapnik( )

1 edition published in 1996 in English and held by 1 WorldCat member library worldwide

 
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Statistical learning theory
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

Wapnik-Tscherwonenkis, .. 1936-

Wapnik W. N.

Wapnik, W. N. 1936-

Wapnik, Wladimir Naumowitsch 1936-

Wladimir Naumowitsch Wapnik sowjetisch-amerikanischer 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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Estimation of dependences based on empirical dataStatistical learning theory