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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.; Vapnik, V. N.; Vapnik, Vladimir; Vapnik, Vladimir N.; Wapnik, W. N.
External Links: MGP · Math-Net.Ru · Wikidata · dblp · GND
Documents Indexed: 52 Publications since 1964, including 10 Books
Biographic References: 1 Publication

Publications by Year

Citations contained in zbMATH

41 Publications have been cited 4,585 times in 3,299 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.
853
1995
Support-vector networks. Zbl 0831.68098
Cortes, Corinna; Vapnik, Vladimir
651
1995
The nature of statistical learning theory. 2nd ed. Zbl 0934.62009
Vapnik, V. N.
540
2000
On the uniform convergence of relative frequencies of events to their probabilities. Zbl 0247.60005
Vapnik, V. N.; Chervonenkis, A. Ya.
453
1971
Gene selection for cancer classification using support vector machines. Zbl 0998.68111
Guyon, Isabelle; Weston, Jason; Barnhill, Stephen; Vapnik, Vladimir
192
2002
Estimation of dependences based on empirical data. Transl. from the Russian by Samuel Kotz. Zbl 0499.62005
Vapnik, Vladimir
167
1982
Choosing multiple parameters for support vector machines. Zbl 0998.68101
Chapelle, Olivier; Vapnik, Vladimir; Bousquet, Olivier; Mukherjee, Sayan
109
2002
Theory of pattern recognition. Statistical problems of learning. Zbl 0284.68070
Vapnik, V. N.; Chervonenkis, A. Ya.
60
1974
The support vector method of function estimation. Zbl 0928.68093
Vapnik, V.
57
1999
Necessary and sufficient conditions for the uniform convergence of means to their expectations. Zbl 0487.60036
Vapnik, V. N.; Chervonenkis, A. Ya.
44
1982
Support vector clustering. Zbl 1002.68598
Ben-Hur, Asa; Horn, David; Siegelmann, Hava T.; Vapnik, Vladimir
43
2002
Reconstruction of functions from empirical data. Zbl 0499.62004
Vapnik, V. N.
34
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
24
2006
A new learning paradigm: learning using privileged information. Zbl 1335.68212
Vapnik, Vladimir; Vashist, Akshay
12
2009
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
Model selection for small sample regression. Zbl 0998.68114
Chapelle, Olivier; Vapnik, Vladimir; Bengio, Yoshua
10
2002
Uniform convergence of frequencies of occurence of events to their probabilities. Zbl 0247.60004
Vapnik, V. N.; Chervonenkis, A. Ya.
10
1968
On the uniform convergence of relative frequencies of events to their probabilities. Zbl 1337.60009
Vapnik, V. N.; Chervonenkis, A. Ya.
9
2015
Boosting and other ensemble methods. Zbl 0939.68791
Drucker, Harris; Cortes, Corinna; Jackel, L. D.; LeCun, Yann; Vapnik, Vladimir
9
1994
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.
7
1971
Learning using privileged information: similarity control and knowledge transfer. Zbl 1351.68240
Vapnik, Vladimir; Izmailov, Rauf
5
2015
Algorithms and programs for the reconstruction of dependencies. 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
On a class of perceptrons. Zbl 0173.19103
Vapnik, V. N.; Chervonenkis, A. J.
4
1964
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
Ordered risk minimization. I. Zbl 0299.93050
Vapnik, V. N.; Chervonenkis, A. Ya.
3
1974
On the uniform convergence of the frequencies of occurrence of events to their probabilities. Zbl 1325.60006
Vapnik, Vladimir N.; Chervonenkis, Alexey Ya.
2
2013
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
On a class of pattern recognition learning algorithms. Zbl 0137.10601
Vapnik, V. N.; Chervonenkis, A. Ya.
2
1965
Complete statistical theory of learning. Zbl 1436.62712
Vapnik, V. N.
1
2019
Rethinking statistical learning theory: learning using statistical invariants. Zbl 07036671
Vapnik, Vladimir; Izmailov, Rauf
1
2019
Knowledge transfer in SVM and neural networks. Zbl 1422.68207
Vapnik, Vladimir; Izmailov, Rauf
1
2017
\(V\)-matrix method of solving statistical inference problems. Zbl 1351.62086
Vapnik, Vladimir; Izmailov, Rauf
1
2015
Learning with rigorous support vector machines. Zbl 1274.68291
Bi, Jinbo; Vapnik, Vladimir N.
1
2003
Three fundamental concepts of the capacity of learning machines. Zbl 0799.60032
Vapnik, V.
1
1993
Estimation of probability density on the basis of the method of stochastic regularization. Zbl 0692.62035
Ajdu, F. A.; Vapnik, V. N.
1
1989
Ordered minimization of total risk in a pattern-recognition problem. Zbl 0416.68082
Vapnik, V. N.; Sterin, A. M.
1
1977
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
Complete statistical theory of learning. Zbl 1436.62712
Vapnik, V. N.
1
2019
Rethinking statistical learning theory: learning using statistical invariants. Zbl 07036671
Vapnik, Vladimir; Izmailov, Rauf
1
2019
Knowledge transfer in SVM and neural networks. Zbl 1422.68207
Vapnik, Vladimir; Izmailov, Rauf
1
2017
On the uniform convergence of relative frequencies of events to their probabilities. Zbl 1337.60009
Vapnik, V. N.; Chervonenkis, A. Ya.
9
2015
Learning using privileged information: similarity control and knowledge transfer. Zbl 1351.68240
Vapnik, Vladimir; Izmailov, Rauf
5
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.
2
2013
A new learning paradigm: learning using privileged information. Zbl 1335.68212
Vapnik, Vladimir; Vashist, Akshay
12
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
24
2006
Learning with rigorous support vector machines. Zbl 1274.68291
Bi, Jinbo; Vapnik, Vladimir N.
1
2003
Gene selection for cancer classification using support vector machines. Zbl 0998.68111
Guyon, Isabelle; Weston, Jason; Barnhill, Stephen; Vapnik, Vladimir
192
2002
Choosing multiple parameters for support vector machines. Zbl 0998.68101
Chapelle, Olivier; Vapnik, Vladimir; Bousquet, Olivier; Mukherjee, Sayan
109
2002
Support vector clustering. Zbl 1002.68598
Ben-Hur, Asa; Horn, David; Siegelmann, Hava T.; Vapnik, Vladimir
43
2002
Model selection for small sample regression. Zbl 0998.68114
Chapelle, Olivier; Vapnik, Vladimir; Bengio, Yoshua
10
2002
The nature of statistical learning theory. 2nd ed. Zbl 0934.62009
Vapnik, V. N.
540
2000
The support vector method of function estimation. Zbl 0928.68093
Vapnik, V.
57
1999
Statistical learning theory. Zbl 0935.62007
Vapnik, Vladimir N.
1998
The nature of statistical learning theory. Zbl 0833.62008
Vapnik, Vladimir N.
853
1995
Support-vector networks. Zbl 0831.68098
Cortes, Corinna; Vapnik, Vladimir
651
1995
Boosting and other ensemble methods. Zbl 0939.68791
Drucker, Harris; Cortes, Corinna; Jackel, L. D.; LeCun, Yann; Vapnik, Vladimir
9
1994
Three fundamental concepts of the capacity of learning machines. Zbl 0799.60032
Vapnik, V.
1
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. 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
167
1982
Necessary and sufficient conditions for the uniform convergence of means to their expectations. Zbl 0487.60036
Vapnik, V. N.; Chervonenkis, A. Ya.
44
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. Zbl 0499.62004
Vapnik, V. N.
34
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. Zbl 0284.68070
Vapnik, V. N.; Chervonenkis, A. Ya.
60
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.
453
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.
7
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.
4
1964
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Cited by 6,499 Authors

27 Suykens, Johan A. K.
24 Anthony, Martin H. G.
21 Zhou, Dingxuan
20 Sugiyama, Masashi
19 Tian, Yingjie
18 Pardalos, Panos M.
18 Ratsaby, Joel
16 Hwang, Changha
16 Li, Luoqing
16 Sun, Hongwei
16 Trafalis, Theodore B.
15 Chen, Dirong
15 Liu, Yufeng
14 Wu, Qiang
13 Carrizosa, Emilio
13 Chung, Fu-Lai
13 Deng, Naiyang
13 Lugosi, Gábor
13 Sanguineti, Marcello
13 Shi, Yong
13 Wang, Shitong
12 Chen, Hong
12 Gaudioso, Manlio
12 Kanamori, Takafumi
12 Mangasarian, Olvi L.
12 Tong, Hongzhi
11 Alquier, Pierre
11 Christmann, Andreas
11 Devroye, Luc P. J. A.
11 Peng, Xinjun
10 Gnecco, Giorgio
10 Shao, Yuanhai
9 Bartlett, Peter L.
9 De Moor, Bart L. R.
9 Dougherty, Edward R.
9 Ha, Minghu
9 Hanneke, Steve
9 Haussler, David
9 Matoušek, Jiří
9 Príncipe, José Carlos
9 Shim, Jooyong
9 Xiang, Dao-Hong
9 Xu, Zongben
9 Zou, Bin
8 Apolloni, Bruno
8 Astorino, Annabella
8 Biau, Gérard
8 Cao, Feilong
8 Chen, Songcan
8 Guarracino, Mario Rosario
8 Long, Philip M.
8 Schölkopf, Bernhard
8 Steinwart, Ingo
8 Takeda, Akiko
8 Tsybakov, Alexandre B.
8 Xu, Yuesheng
7 Calafiore, Giuseppe Carlo
7 Chakraborty, Sounak
7 García-Gonzalo, Esperanza
7 Hayat, Maqsood
7 Kolchinskiĭ, Vladimir I’ich
7 Lai, Kinkeung
7 Lecué, Guillaume
7 Maldonado, Sebastián
7 Matías, José M.
7 Mohri, Mehryar
7 Nobel, Andrew B.
7 Shawe-Taylor, John
7 Sheng, Baohuai
7 Taboada, Javier
7 Zhang, Haizhang
7 Zhang, Li
7 Zhou, Weida
7 Zopounidis, Constantin
6 Bai, Yanqin
6 Bertsimas, Dimitris John
6 Chandra, Suresh
6 Cherkassky, Vladimir S.
6 Hao, Peiyi
6 Härdle, Wolfgang Karl
6 Hong, Dug Hun
6 Hu, Qinghua
6 Hu, Ting
6 Kearns, Michael Justin
6 Khachay, Mikhail Yur’evich
6 Lee, Jaewon
6 Lin, Chih-Jen
6 López, Julio E.
6 Loustau, Sébastien
6 Luo, Jian
6 Maass, Wolfgang
6 Marron, James Stephen
6 Martin-Barragan, Belen
6 Massart, Pascal
6 Mendelson, Shahar
6 Palagi, Laura
6 Pedrycz, Witold
6 Peherstorfer, Benjamin
6 Pelckmans, Kristiaan
6 Pillonetto, Gianluigi
...and 6,399 more Authors
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Cited in 425 Serials

280 Pattern Recognition
118 Neural Networks
97 Information Sciences
91 Machine Learning
78 Neural Computation
74 European Journal of Operational Research
69 Computational Statistics and Data Analysis
66 Journal of Theoretical Biology
55 Theoretical Computer Science
52 The Annals of Statistics
50 Mathematical Problems in Engineering
49 Applied Mathematics and Computation
44 Discrete Applied Mathematics
38 Fuzzy Sets and Systems
36 Automatica
36 Journal of Computer and System Sciences
32 Computational & Mathematical Methods in Medicine
30 Journal of Machine Learning Research (JMLR)
29 Annals of Operations Research
29 Computational Optimization and Applications
29 Electronic Journal of Statistics
27 Soft Computing
27 International Journal of Wavelets, Multiresolution and Information Processing
26 Statistics & Probability Letters
26 Discrete & Computational Geometry
25 Artificial Intelligence
25 Journal of Statistical Planning and Inference
25 Journal of Complexity
24 Optimization Methods & Software
23 Journal of Computational and Applied Mathematics
23 Journal of Multivariate Analysis
23 Computers & Operations Research
22 Computers & Mathematics with Applications
22 Statistical Analysis and Data Mining
21 Cybernetics and Systems Analysis
20 Applied Mathematical Modelling
19 Automation and Remote Control
19 Advances in Computational Mathematics
19 Computational Biology and Chemistry
19 Advances in Data Analysis and Classification. ADAC
18 Signal Processing
18 Computational Statistics
18 Applied and Computational Harmonic Analysis
17 Journal of Optimization Theory and Applications
17 Information and Computation
16 International Journal of Approximate Reasoning
16 Journal of Global Optimization
16 Mathematical Programming. Series A. Series B
16 The Annals of Applied Statistics
15 Information Processing Letters
15 Annals of Mathematics and Artificial Intelligence
15 International Journal of Applied Mathematics and Computer Science
15 Algorithms
14 Computer Methods in Applied Mechanics and Engineering
14 International Journal of General Systems
14 Journal of Computational Physics
14 Mathematical and Computer Modelling
14 International Journal of Computer Mathematics
14 Bernoulli
14 Abstract and Applied Analysis
14 Optimization Letters
13 Journal of the Franklin Institute
13 Analysis and Applications (Singapore)
12 Communications in Statistics. Theory and Methods
12 Computational Management Science
11 Discrete Mathematics
11 Journal of Combinatorial Theory. Series A
11 Statistical Science
11 Communications in Statistics. Simulation and Computation
11 International Journal of Computer Vision
11 Data Mining and Knowledge Discovery
11 Journal of Applied Statistics
11 Quantitative Finance
10 International Journal of Systems Science
10 Journal of Classification
10 International Journal of Intelligent Systems
10 Test
10 PAA. Pattern Analysis and Applications
10 Journal of Systems Science and Complexity
10 Journal of Zhejiang University. Science A
10 Statistics and Computing
9 Mathematical Biosciences
9 Journal of Approximation Theory
9 Systems & Control Letters
9 Journal of Mathematical Imaging and Vision
9 Wuhan University Journal of Natural Sciences (WUJNS)
8 Journal of Mathematical Analysis and Applications
8 Biometrics
8 Journal of the American Statistical Association
8 Algorithmica
8 Computational Geometry
8 SIAM Journal on Optimization
8 European Journal of Control
8 Journal of the Korean Statistical Society
7 Biological Cybernetics
7 Mathematics and Computers in Simulation
7 Combinatorica
7 Probability Theory and Related Fields
7 New Generation Computing
7 Journal of Nonparametric Statistics
...and 325 more Serials
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Cited in 55 Fields

1,958 Computer science (68-XX)
1,244 Statistics (62-XX)
470 Operations research, mathematical programming (90-XX)
305 Biology and other natural sciences (92-XX)
274 Numerical analysis (65-XX)
187 Systems theory; control (93-XX)
159 Probability theory and stochastic processes (60-XX)
156 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
127 Information and communication theory, circuits (94-XX)
102 Combinatorics (05-XX)
62 Functional analysis (46-XX)
38 Approximations and expansions (41-XX)
34 Convex and discrete geometry (52-XX)
34 Mechanics of deformable solids (74-XX)
31 Mathematical logic and foundations (03-XX)
29 Calculus of variations and optimal control; optimization (49-XX)
25 Linear and multilinear algebra; matrix theory (15-XX)
24 Dynamical systems and ergodic theory (37-XX)
24 Geophysics (86-XX)
20 Harmonic analysis on Euclidean spaces (42-XX)
17 Partial differential equations (35-XX)
16 Quantum theory (81-XX)
15 Operator theory (47-XX)
14 Fluid mechanics (76-XX)
12 Order, lattices, ordered algebraic structures (06-XX)
10 Measure and integration (28-XX)
9 Ordinary differential equations (34-XX)
9 Integral equations (45-XX)
9 Optics, electromagnetic theory (78-XX)
7 Number theory (11-XX)
7 Statistical mechanics, structure of matter (82-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 General topology (54-XX)
4 Algebraic topology (55-XX)
4 Relativity and gravitational theory (83-XX)
3 Topological groups, Lie groups (22-XX)
3 Real functions (26-XX)
3 Functions of a complex variable (30-XX)
3 Geometry (51-XX)
3 Mechanics of particles and systems (70-XX)
3 Classical thermodynamics, heat transfer (80-XX)
2 Group theory and generalizations (20-XX)
2 Special functions (33-XX)
2 Difference and functional equations (39-XX)
2 Global analysis, analysis on manifolds (58-XX)
1 Field theory and polynomials (12-XX)
1 Several complex variables and analytic spaces (32-XX)
1 Abstract harmonic analysis (43-XX)
1 Integral transforms, operational calculus (44-XX)
1 Manifolds and cell complexes (57-XX)
1 Astronomy and astrophysics (85-XX)
1 Mathematics education (97-XX)

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