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Vapnik, Vladimir Naumovich

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Author ID: vapnik.vladimir-n Recent zbMATH articles by "Vapnik, Vladimir Naumovich"
Published as: Vapnik, V. N.; Vapnik, Vladimir; Vapnik, Vladimir N.; Vapnik, V.; Wapnik, W. N.
External Links: MGP · Wikidata · Math-Net.Ru · dblp · GND · IdRef
Documents Indexed: 52 Publications since 1964, including 9 Books
1 Contribution as Editor
Biographic References: 1 Publication
Co-Authors: 34 Co-Authors with 43 Joint Publications
475 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

41 Publications have been cited 4,639 times in 3,619 Documents Cited by Year
Statistical learning theory. Zbl 0935.62007
Vapnik, Vladimir N.
1998
The nature of statistical learning theory. Zbl 0833.62008
Vapnik, Vladimir N.
795
1995
Support-vector networks. Zbl 0831.68098
Cortes, Corinna; Vapnik, Vladimir
751
1995
The nature of statistical learning theory. 2nd ed. Zbl 0934.62009
Vapnik, V. N.
565
2000
On the uniform convergence of relative frequencies of events to their probabilities. Zbl 0247.60005
Vapnik, V. N.; Chervonenkis, A. Ya.
490
1971
Gene selection for cancer classification using support vector machines. Zbl 0998.68111
Guyon, Isabelle; Weston, Jason; Barnhill, Stephen; Vapnik, Vladimir
208
2002
Estimation of dependences based on empirical data. Transl. from the Russian by Samuel Kotz. Zbl 0499.62005
Vapnik, Vladimir
136
1982
Choosing multiple parameters for support vector machines. Zbl 0998.68101
Chapelle, Olivier; Vapnik, Vladimir; Bousquet, Olivier; Mukherjee, Sayan
124
2002
Theory of pattern recognition. Statistical problems of learning. (Теория распознавания образов. Статистические проблемы обучения.) Zbl 0284.68070
Vapnik, V. N.; Chervonenkis, A. Ya.
68
1974
Support vector clustering. Zbl 1002.68598
Ben-Hur, Asa; Horn, David; Siegelmann, Hava T.; Vapnik, Vladimir
46
2002
Necessary and sufficient conditions for the uniform convergence of means to their expectations. Zbl 0487.60036
Vapnik, V. N.; Chervonenkis, A. Ya.
45
1982
The support vector method of function estimation. Zbl 0928.68093
Vapnik, V.
37
1999
Reconstruction of functions from empirical data. (Восстановление зависимостей по ѐмпирическим данным.) Zbl 0499.62004
Vapnik, V. N.
25
1979
Estimation of dependences based on empirical data. Translated from the Russian by Samuel Kotz. With a new afterword of the 2006 ed.: Empirical inference science. 2nd ed., reprint of 1982 ed. Zbl 1118.62002
Vapnik, Vladimir
19
2006
On the uniform convergence of relative frequencies of events to their probabilities. Zbl 1337.60009
Vapnik, V. N.; Chervonenkis, A. Ya.
17
2015
A new learning paradigm: learning using privileged information. Zbl 1335.68212
Vapnik, Vladimir; Vashist, Akshay
15
2009
Model selection for small sample regression. Zbl 0998.68114
Chapelle, Olivier; Vapnik, Vladimir; Bengio, Yoshua
13
2002
Necessary and sufficient conditions for the uniform convergence of empirical means to their true values. Zbl 0471.60041
Vapnik, V. N.; Chervonenkis, A. Ya.
11
1981
Uniform convergence of frequencies of occurence of events to their probabilities. Zbl 0247.60004
Vapnik, V. N.; Chervonenkis, A. Ya.
10
1968
Inductive principles of the search for empirical dependences. (Methods based on weak convergence of probability measures). Zbl 0746.68075
Vapnik, V. N.
8
1989
Theory of uniform convergence of frequencies of events to their probabilities and problems of search for an optimal solution from empirical data. Zbl 0249.62031
Vapnik, V. N.; Chervonenkis, A. Ya.
8
1971
Boosting and other ensemble methods. Zbl 0939.68791
Drucker, Harris; Cortes, Corinna; Jackel, L. D.; LeCun, Yann; Vapnik, Vladimir
8
1994
Learning using privileged information: similarity control and knowledge transfer. Zbl 1351.68240
Vapnik, Vladimir; Izmailov, Rauf
7
2015
On the uniform convergence of the frequencies of occurrence of events to their probabilities. Zbl 1325.60006
Vapnik, Vladimir N.; Chervonenkis, Alexey Ya.
5
2013
On a class of perceptrons. Zbl 0173.19103
Vapnik, V. N.; Chervonenkis, A. J.
5
1964
Algorithms and programs for the reconstruction of dependencies. (Алгоритмы и программы восстановления зависимостей.) Zbl 0599.62004
Vapnik, V. N.; Glazkova, T. G.; Koshcheev, V. A.; Mikhal’skiĭ, A. I.; Chervonenkis, A. Ya.
4
1984
Nonparametric methods for reconstructing probability densities. Zbl 0418.93071
Vapnik, V. N.; Stefanyuk, A. R.
4
1978
Learning with rigorous support vector machines. Zbl 1274.68291
Bi, Jinbo; Vapnik, Vladimir N.
3
2003
Ordered risk minimization. I. Zbl 0299.93050
Vapnik, V. N.; Chervonenkis, A. Ya.
3
1974
Theorie der Zeichenerkennung. Übers. a. d. Russ., in dtsch. Spr. hrsg. v. Siegfried Unger und Klaus Fritzsch. Zbl 0417.68071
Wapnik, W. N.; Tscherwonenkis, A. J.
3
1979
Complete statistical theory of learning. Zbl 1436.62712
Vapnik, V. N.
3
2019
Knowledge transfer in SVM and neural networks. Zbl 1422.68207
Vapnik, Vladimir; Izmailov, Rauf
3
2017
On a class of pattern recognition learning algorithms. Zbl 0137.10601
Vapnik, V. N.; Chervonenkis, A. Ya.
2
1965
Rate of convergence in \(L_ 2\) of the projection estimator of the distribution density. Zbl 0790.62038
Vapnik, V. N.; Markovich, N. M.; Stefanyuk, A. R.
2
1992
Three fundamental concepts of the capacity of learning machines. Zbl 0799.60032
Vapnik, V.
2
1993
\(V\)-matrix method of solving statistical inference problems. Zbl 1351.62086
Vapnik, Vladimir; Izmailov, Rauf
1
2015
Ordered risk minimization. II. Zbl 0304.93026
Vapnik, V. N.; Chervonenkis, A. Ya.
1
1974
Training von Maschinen zur Zeichenerkennung nach der Methode der verallgemeinerten Bildnisse. Zbl 0189.17001
Vapnik, V. N.; Lerner, A. J.; Chervonenkis, A. Ya.
1
1967
Estimation of probability density on the basis of the method of stochastic regularization. Zbl 0692.62035
Ajdu, F. A.; Vapnik, V. N.
1
1989
Rethinking statistical learning theory: learning using statistical invariants. Zbl 1480.62064
Vapnik, Vladimir; Izmailov, Rauf
1
2019
Ordered minimization of total risk in a pattern-recognition problem. Zbl 0416.68082
Vapnik, V. N.; Sterin, A. M.
1
1977
Complete statistical theory of learning. Zbl 1436.62712
Vapnik, V. N.
3
2019
Rethinking statistical learning theory: learning using statistical invariants. Zbl 1480.62064
Vapnik, Vladimir; Izmailov, Rauf
1
2019
Knowledge transfer in SVM and neural networks. Zbl 1422.68207
Vapnik, Vladimir; Izmailov, Rauf
3
2017
On the uniform convergence of relative frequencies of events to their probabilities. Zbl 1337.60009
Vapnik, V. N.; Chervonenkis, A. Ya.
17
2015
Learning using privileged information: similarity control and knowledge transfer. Zbl 1351.68240
Vapnik, Vladimir; Izmailov, Rauf
7
2015
\(V\)-matrix method of solving statistical inference problems. Zbl 1351.62086
Vapnik, Vladimir; Izmailov, Rauf
1
2015
On the uniform convergence of the frequencies of occurrence of events to their probabilities. Zbl 1325.60006
Vapnik, Vladimir N.; Chervonenkis, Alexey Ya.
5
2013
A new learning paradigm: learning using privileged information. Zbl 1335.68212
Vapnik, Vladimir; Vashist, Akshay
15
2009
Estimation of dependences based on empirical data. Translated from the Russian by Samuel Kotz. With a new afterword of the 2006 ed.: Empirical inference science. 2nd ed., reprint of 1982 ed. Zbl 1118.62002
Vapnik, Vladimir
19
2006
Learning with rigorous support vector machines. Zbl 1274.68291
Bi, Jinbo; Vapnik, Vladimir N.
3
2003
Gene selection for cancer classification using support vector machines. Zbl 0998.68111
Guyon, Isabelle; Weston, Jason; Barnhill, Stephen; Vapnik, Vladimir
208
2002
Choosing multiple parameters for support vector machines. Zbl 0998.68101
Chapelle, Olivier; Vapnik, Vladimir; Bousquet, Olivier; Mukherjee, Sayan
124
2002
Support vector clustering. Zbl 1002.68598
Ben-Hur, Asa; Horn, David; Siegelmann, Hava T.; Vapnik, Vladimir
46
2002
Model selection for small sample regression. Zbl 0998.68114
Chapelle, Olivier; Vapnik, Vladimir; Bengio, Yoshua
13
2002
The nature of statistical learning theory. 2nd ed. Zbl 0934.62009
Vapnik, V. N.
565
2000
The support vector method of function estimation. Zbl 0928.68093
Vapnik, V.
37
1999
Statistical learning theory. Zbl 0935.62007
Vapnik, Vladimir N.
1998
The nature of statistical learning theory. Zbl 0833.62008
Vapnik, Vladimir N.
795
1995
Support-vector networks. Zbl 0831.68098
Cortes, Corinna; Vapnik, Vladimir
751
1995
Boosting and other ensemble methods. Zbl 0939.68791
Drucker, Harris; Cortes, Corinna; Jackel, L. D.; LeCun, Yann; Vapnik, Vladimir
8
1994
Three fundamental concepts of the capacity of learning machines. Zbl 0799.60032
Vapnik, V.
2
1993
Rate of convergence in \(L_ 2\) of the projection estimator of the distribution density. Zbl 0790.62038
Vapnik, V. N.; Markovich, N. M.; Stefanyuk, A. R.
2
1992
Inductive principles of the search for empirical dependences. (Methods based on weak convergence of probability measures). Zbl 0746.68075
Vapnik, V. N.
8
1989
Estimation of probability density on the basis of the method of stochastic regularization. Zbl 0692.62035
Ajdu, F. A.; Vapnik, V. N.
1
1989
Algorithms and programs for the reconstruction of dependencies. (Алгоритмы и программы восстановления зависимостей.) Zbl 0599.62004
Vapnik, V. N.; Glazkova, T. G.; Koshcheev, V. A.; Mikhal’skiĭ, A. I.; Chervonenkis, A. Ya.
4
1984
Estimation of dependences based on empirical data. Transl. from the Russian by Samuel Kotz. Zbl 0499.62005
Vapnik, Vladimir
136
1982
Necessary and sufficient conditions for the uniform convergence of means to their expectations. Zbl 0487.60036
Vapnik, V. N.; Chervonenkis, A. Ya.
45
1982
Necessary and sufficient conditions for the uniform convergence of empirical means to their true values. Zbl 0471.60041
Vapnik, V. N.; Chervonenkis, A. Ya.
11
1981
Reconstruction of functions from empirical data. (Восстановление зависимостей по ѐмпирическим данным.) Zbl 0499.62004
Vapnik, V. N.
25
1979
Theorie der Zeichenerkennung. Übers. a. d. Russ., in dtsch. Spr. hrsg. v. Siegfried Unger und Klaus Fritzsch. Zbl 0417.68071
Wapnik, W. N.; Tscherwonenkis, A. J.
3
1979
Nonparametric methods for reconstructing probability densities. Zbl 0418.93071
Vapnik, V. N.; Stefanyuk, A. R.
4
1978
Ordered minimization of total risk in a pattern-recognition problem. Zbl 0416.68082
Vapnik, V. N.; Sterin, A. M.
1
1977
Theory of pattern recognition. Statistical problems of learning. (Теория распознавания образов. Статистические проблемы обучения.) Zbl 0284.68070
Vapnik, V. N.; Chervonenkis, A. Ya.
68
1974
Ordered risk minimization. I. Zbl 0299.93050
Vapnik, V. N.; Chervonenkis, A. Ya.
3
1974
Ordered risk minimization. II. Zbl 0304.93026
Vapnik, V. N.; Chervonenkis, A. Ya.
1
1974
On the uniform convergence of relative frequencies of events to their probabilities. Zbl 0247.60005
Vapnik, V. N.; Chervonenkis, A. Ya.
490
1971
Theory of uniform convergence of frequencies of events to their probabilities and problems of search for an optimal solution from empirical data. Zbl 0249.62031
Vapnik, V. N.; Chervonenkis, A. Ya.
8
1971
Uniform convergence of frequencies of occurence of events to their probabilities. Zbl 0247.60004
Vapnik, V. N.; Chervonenkis, A. Ya.
10
1968
Training von Maschinen zur Zeichenerkennung nach der Methode der verallgemeinerten Bildnisse. Zbl 0189.17001
Vapnik, V. N.; Lerner, A. J.; Chervonenkis, A. Ya.
1
1967
On a class of pattern recognition learning algorithms. Zbl 0137.10601
Vapnik, V. N.; Chervonenkis, A. Ya.
2
1965
On a class of perceptrons. Zbl 0173.19103
Vapnik, V. N.; Chervonenkis, A. J.
5
1964
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Cited by 6,843 Authors

28 Suykens, Johan A. K.
24 Anthony, Martin H. G.
21 Sugiyama, Masashi
21 Zhou, Dingxuan
20 Tian, Yingjie
18 Pardalos, Panos M.
18 Ratsaby, Joel
17 Li, Luoqing
16 Hwang, Changha
16 Sun, Hongwei
16 Trafalis, Theodore B.
16 Wu, Qiang
15 Carrizosa, Emilio
15 Chen, Dirong
15 Liu, Yufeng
13 Chung, Fu-Lai
13 Deng, Naiyang
13 Gnecco, Giorgio
13 Lugosi, Gábor
13 Mangasarian, Olvi L.
13 Sanguineti, Marcello
13 Shi, Yong
13 Tong, Hongzhi
13 Wang, Shitong
12 Chen, Hong
12 Christmann, Andreas
12 Gaudioso, Manlio
12 Kanamori, Takafumi
12 Zou, Bin
11 Alquier, Pierre
11 Devroye, Luc P. J. A.
11 Peng, Xinjun
11 Shao, Yuanhai
10 De Moor, Bart L. R.
10 Hanneke, Steve
10 Mohri, Mehryar
10 Príncipe, José Carlos
10 Xiang, Dao-Hong
10 Xu, Zongben
9 Astorino, Annabella
9 Bartlett, Peter L.
9 Dougherty, Edward R.
9 Ha, Minghu
9 Haussler, David
9 Matoušek, Jiří
9 Shim, Jooyong
9 Steinwart, Ingo
9 Takeda, Akiko
8 Biau, Gérard
8 Cao, Feilong
8 Chen, Songcan
8 Guarracino, Mario Rosario
8 Hu, Ting
8 Lin, Chih-Jen
8 Martin-Barragan, Belen
8 Schölkopf, Bernhard
8 Shawe-Taylor, John
8 Tsybakov, Alexandre B.
7 Bai, Yanqin
7 Balcan, Maria-Florina
7 Ben-David, Shai
7 Bertsimas, Dimitris John
7 Calafiore, Giuseppe Carlo
7 Campi, Marco Claudio
7 Chakraborty, Sounak
7 Cherkassky, Vladimir S.
7 García-Gonzalo, Esperanza
7 Kolchinskiĭ, Vladimir I’ich
7 Lai, Kinkeung
7 Lecué, Guillaume
7 Luo, Jian
7 Maldonado, Sebastián
7 Marron, James Stephen
7 Matías, José M.
7 Mendelson, Shahar
7 Nobel, Andrew B.
7 Pelckmans, Kristiaan
7 Pillonetto, Gianluigi
7 Sciandrone, Marco
7 Sheng, Baohuai
7 Suzuki, Taiji
7 Taboada, Javier
7 Tang, Yuanyan
7 Tao, Dacheng
7 Vapnik, Vladimir Naumovich
7 Vidyasagar, Mathukumalli
7 Wu, Yichao
7 Xu, Yuesheng
7 Zhang, Haizhang
7 Zhang, Li
7 Zhou, Weida
7 Zopounidis, Constantin
6 Anstee, Richard P.
6 Apolloni, Bruno
6 Artemiou, Andreas
6 Cawley, Gavin C.
6 Chandra, Suresh
6 Cortes, Corinna
6 Dabbene, Fabrizio
6 Hao, Peiyi
...and 6,743 more Authors
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Cited in 464 Serials

274 Pattern Recognition
147 Machine Learning
124 Neural Networks
110 Information Sciences
85 European Journal of Operational Research
83 Neural Computation
67 Computational Statistics and Data Analysis
62 Journal of Theoretical Biology
55 The Annals of Statistics
53 Theoretical Computer Science
50 Applied Mathematics and Computation
50 Mathematical Problems in Engineering
45 Discrete Applied Mathematics
41 Automatica
40 Journal of Machine Learning Research (JMLR)
37 Fuzzy Sets and Systems
36 Journal of Computer and System Sciences
33 Annals of Operations Research
33 Electronic Journal of Statistics
30 Computational Optimization and Applications
30 International Journal of Wavelets, Multiresolution and Information Processing
30 Computational & Mathematical Methods in Medicine
29 Discrete & Computational Geometry
28 Journal of Complexity
27 Statistics & Probability Letters
27 Soft Computing
26 Journal of Statistical Planning and Inference
26 Computers & Operations Research
25 Journal of Multivariate Analysis
25 Optimization Methods & Software
24 Cybernetics and Systems Analysis
24 Statistical Analysis and Data Mining
23 Automation and Remote Control
22 Computers & Mathematics with Applications
22 Journal of Computational and Applied Mathematics
21 Artificial Intelligence
21 Applied Mathematical Modelling
21 Advances in Data Analysis and Classification. ADAC
20 International Journal of Approximate Reasoning
20 Journal of Global Optimization
20 Advances in Computational Mathematics
20 Annals of Mathematics and Artificial Intelligence
19 Computational Statistics
18 Computer Methods in Applied Mechanics and Engineering
18 Journal of Optimization Theory and Applications
18 Signal Processing
18 Mathematical Programming. Series A. Series B
18 Applied and Computational Harmonic Analysis
18 Optimization Letters
17 Information and Computation
17 International Journal of Computer Vision
17 Journal of Applied Statistics
17 International Journal of Applied Mathematics and Computer Science
17 Computational Biology and Chemistry
16 Journal of Computational Physics
16 The Annals of Applied Statistics
15 Journal of the Franklin Institute
15 Communications in Statistics. Theory and Methods
15 International Journal of Computer Mathematics
15 Bernoulli
15 Data Mining and Knowledge Discovery
14 International Journal of General Systems
14 Information Processing Letters
14 Analysis and Applications (Singapore)
13 Statistical Science
13 Mathematical and Computer Modelling
13 Statistics and Computing
12 Discrete Mathematics
12 Journal of Combinatorial Theory. Series A
12 Journal of Classification
12 Quantitative Finance
12 Computational Management Science
11 Communications in Statistics. Simulation and Computation
11 Journal of Mathematical Imaging and Vision
11 Test
11 Journal of Systems Science and Complexity
10 International Journal of Systems Science
10 Journal of Approximation Theory
10 International Journal of Intelligent Systems
10 SIAM Journal on Optimization
10 PAA. Pattern Analysis and Applications
10 Journal of Zhejiang University. Science A
10 Journal of the Korean Statistical Society
9 Mathematical Biosciences
9 Chaos, Solitons and Fractals
9 Journal of the American Statistical Association
9 Combinatorica
9 Algorithmica
9 Wuhan University Journal of Natural Sciences (WUJNS)
9 Optimization and Engineering
9 Mathematical Biosciences and Engineering
9 Journal of Computational and Graphical Statistics
9 Journal of the Operations Research Society of China
8 Journal of Mathematical Analysis and Applications
8 Biometrics
8 Systems & Control Letters
8 Computational Geometry
8 Journal of Statistical Computation and Simulation
8 European Journal of Control
8 Journal of Industrial and Management Optimization
...and 364 more Serials
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Cited in 55 Fields

2,122 Computer science (68-XX)
1,439 Statistics (62-XX)
536 Operations research, mathematical programming (90-XX)
318 Biology and other natural sciences (92-XX)
300 Numerical analysis (65-XX)
189 Systems theory; control (93-XX)
176 Probability theory and stochastic processes (60-XX)
168 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
130 Information and communication theory, circuits (94-XX)
119 Combinatorics (05-XX)
74 Functional analysis (46-XX)
45 Approximations and expansions (41-XX)
44 Convex and discrete geometry (52-XX)
39 Mechanics of deformable solids (74-XX)
33 Calculus of variations and optimal control; optimization (49-XX)
32 Mathematical logic and foundations (03-XX)
26 Linear and multilinear algebra; matrix theory (15-XX)
24 Dynamical systems and ergodic theory (37-XX)
23 Geophysics (86-XX)
22 Harmonic analysis on Euclidean spaces (42-XX)
19 Partial differential equations (35-XX)
18 Operator theory (47-XX)
18 Fluid mechanics (76-XX)
14 Quantum theory (81-XX)
12 Order, lattices, ordered algebraic structures (06-XX)
12 Measure and integration (28-XX)
10 Ordinary differential equations (34-XX)
10 Optics, electromagnetic theory (78-XX)
9 Integral equations (45-XX)
9 Statistical mechanics, structure of matter (82-XX)
7 Number theory (11-XX)
5 Differential geometry (53-XX)
4 General and overarching topics; collections (00-XX)
4 History and biography (01-XX)
4 Commutative algebra (13-XX)
4 Real functions (26-XX)
4 Geometry (51-XX)
4 Algebraic topology (55-XX)
3 Group theory and generalizations (20-XX)
3 Functions of a complex variable (30-XX)
3 General topology (54-XX)
3 Global analysis, analysis on manifolds (58-XX)
3 Mechanics of particles and systems (70-XX)
3 Classical thermodynamics, heat transfer (80-XX)
3 Relativity and gravitational theory (83-XX)
2 Topological groups, Lie groups (22-XX)
2 Special functions (33-XX)
2 Integral transforms, operational calculus (44-XX)
1 Field theory and polynomials (12-XX)
1 Algebraic geometry (14-XX)
1 Several complex variables and analytic spaces (32-XX)
1 Difference and functional equations (39-XX)
1 Abstract harmonic analysis (43-XX)
1 Manifolds and cell complexes (57-XX)
1 Astronomy and astrophysics (85-XX)

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