Skip to content

Home Search Authors Pakistan News Saved

SciRah

SciRah does not host or store research papers. Results come live from free, official scholarly APIs, and every paper links back to its original source.

Data sources

OpenAlex
Semantic Scholar
Crossref
CORE
arXiv
PubMed

Privacy policy Terms of service

Vladimir N. Vapnik · SciRah

Researcher profile · OpenAlex

Vladimir N. Vapnik

Columbia University
Columbia University, New York, NY, USA
US
Meta (United States)
Columbia University, New York, NY, USA
US

Share profile

Vladimir N. Vapnik — researcher profile on SciRah

Citations: 215.5K
h-index: 70
i10-index: 108
Works: 162

From OpenAlex.

Machine Learning and AlgorithmsNeural Networks and ApplicationsMachine Learning and Data Classification

Most-cited papers

Support-Vector Networks
Corinna Cortes, Vladimir N. Vapnik
1995Machine Learning59K citations Open access
OpenAlex
The Nature of Statistical Learning Theory
Vladimir N. Vapnik
1995Springer eBooks39K citations
OpenAlex
Statistical Learning Theory
Yuhai Wu, Vladimir N. Vapnik
1999Technometrics27K citations
OpenAlex
A training algorithm for optimal margin classifiers
Bernhard E. Boser, Isabelle Guyon, Vladimir N. Vapnik
199212K citations
OpenAlex
The Nature of Statistical Learning Theory
Vladimir N. Vapnik
2000Springer eBooks11K citations
OpenAlex
Gene Selection for Cancer Classification using Support Vector Machines
Isabelle Guyon, Jason Weston, Stephen D. Barnhill, Vladimir N. Vapnik
2002Machine Learning9,947 citations Open access
OpenAlex
An overview of statistical learning theory
Vladimir N. Vapnik
1999IEEE Transactions on Neural Networks6,279 citations
OpenAlex
The Nature of Statistical Learning Theory
Stephan R. Sain, Vladimir N. Vapnik
1996Technometrics5,438 citations
OpenAlex
Support Vector Regression Machines
Harris Drucker, Christopher J. C. Burges, Linda Kaufman, Alex J. Smola +1 more
19964,653 citations
OpenAlex
On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities
Vladimir N. Vapnik, Alexey Ya. Chervonenkis
2015Springer eBooks3,142 citations
OpenAlex
Support Vector Method for Function Approximation, Regression Estimation, and Signal Processing
Vladimir N. Vapnik, Steven E. Golowich, Alex J. Smola
19962,777 citations
OpenAlex
On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities
Vladimir N. Vapnik, Alexey Ya. Chervonenkis
1971Theory of Probability and Its Applications2,451 citations
OpenAlex
The Nature of Statistical Learning
Vladimir N. Vapnik
1995Medical Entomology and Zoology2,274 citations
OpenAlex
Estimation of Dependences Based on Empirical Data
Vladimir N. Vapnik
2006Information science and statistics2,238 citations
OpenAlex
Choosing Multiple Parameters for Support Vector Machines
Olivier Chapelle, Vladimir N. Vapnik, Olivier Bousquet, Sayan Mukherjee
2002Machine Learning2,208 citations Open access
OpenAlex
Support vector machines for spam categorization
Harris Drucker, Donghui Wu, Vladimir N. Vapnik
1999IEEE Transactions on Neural Networks1,473 citations
OpenAlex
Support vector machines for histogram-based image classification
Olivier Chapelle, Patrick Haffner, Vladimir N. Vapnik
1999IEEE Transactions on Neural Networks1,468 citations
OpenAlex
Comparing support vector machines with Gaussian kernels to radial basis function classifiers
Bernhard Schölkopf, Kah-Kay Sung, Chris J. C. Burges, Federico Girosi +3 more
1997IEEE Transactions on Signal Processing1,401 citations Open access
OpenAlex
Support vector clustering
Asa Ben‐Hur, D. Horn, Hava T. Siegelmann, Vladimir N. Vapnik
20021,371 citations
OpenAlex
Pattern recognition using generalized portrait method
Vladimir N. Vapnik
1963Automation and Remote Control1,145 citations
OpenAlex
Feature Selection for SVMs
Jason Weston, Sayan Mukherjee, Olivier Chapelle, Massimiliano Pontil +2 more
2000991 citations
OpenAlex
Predicting time series with support vector machines
K. Robert Müller, Alexander Johannes Smola, Gunnar Rätsch, Bernhard Schölkopf +2 more
1997Lecture notes in computer science982 citations
OpenAlex
A new learning paradigm: Learning using privileged information
Vladimir N. Vapnik, Akshay Vashist
2009Neural Networks772 citations
OpenAlex
Estimation of Dependences Based on Empirical Data.
E. Shoesmith, Vladimir N. Vapnik, Samuel Kotz
1984Journal of the Royal Statistical Society Series D (The Statistician)764 citations
OpenAlex
The Support Vector Method of Function Estimation
Vladimir N. Vapnik
1998Springer eBooks693 citations
OpenAlex
Principles of Risk Minimization for Learning Theory
Vladimir N. Vapnik
1991neural information processing systems684 citations
OpenAlex
Comparison of classifier methods: a case study in handwritten digit recognition
Léon Bottou, Corinna Cortes, John S. Denker, Harris Drucker +7 more
2002IAPR International Conference on Pattern Recognition (ICPR)626 citations
OpenAlex
Bounds on Error Expectation for Support Vector Machines
Vladimir N. Vapnik, Olivier Chapelle
2000Neural Computation624 citations
OpenAlex
Comparison of learning algorithms for handwritten digit recognition
Yann LeCun, L. D. Jackel, Léon Bottou, A. Brunot +8 more
1995611 citations
OpenAlex
Extracting Support Data for a Given Task
Bernhard Schölkopf, Chris J. C. Burges, Vladimir N. Vapnik
1995546 citations
OpenAlex
Local Learning Algorithms
Léon Bottou, Vladimir N. Vapnik
1992Neural Computation542 citations
OpenAlex
Learning algorithms for classification: A comparison on handwritten digit recognition
Yann LeCun, L. D. Jackel, Léon Bottou, Corinna Cortes +7 more
1995440 citations
OpenAlex
Parallel support vector machines: The cascade svm
Hans Peter Graf, Eric Cosatto, Léon Bottou, Igor Dourdanovic +1 more
2005416 citations
OpenAlex
Measuring the VC-Dimension of a Learning Machine
Vladimir N. Vapnik, Esther Levin, Yann LeCun
1994Neural Computation388 citations
OpenAlex
Boosting and Other Ensemble Methods
Harris Drucker, Corinna Cortes, L. D. Jackel, Yann LeCun +1 more
1994Neural Computation357 citations
OpenAlex
Model Selection for Support Vector Machines
Olivier Chapelle, Vladimir N. Vapnik
1999355 citations
OpenAlex
Learning by Transduction
Alex Gammerman, Vladimir Vovk, Vladimir N. Vapnik
2013arXiv (Cornell University)311 citations Open access
OpenAlex
Prior Knowledge in Support Vector Kernels
Bernhard Schölkopf, Patrice Simard, Alex J. Smola, Vladimir N. Vapnik
1998296 citations
OpenAlex
Estimation of Dependences Based on Empirical Data: Springer Series in Statistics (Springer Series in Statistics)
Vladimir N. Vapnik
1982Springer eBooks295 citations
OpenAlex
Incorporating invariances in support vector learning machines
Bernhard Schölkopf, Chris J. C. Burges, Vladimir N. Vapnik
1996Lecture notes in computer science283 citations
OpenAlex
Unifying distillation and privileged information
David López-Paz, Léon Bottou, Bernhard Schölkopf, Vladimir N. Vapnik
2015arXiv (Cornell University)270 citations Open access
OpenAlex
Vicinal Risk Minimization
Olivier Chapelle, Jason Weston, Léon Bottou, Vladimir N. Vapnik
2000247 citations
OpenAlex
Necessary and Sufficient Conditions for the Uniform Convergence of Means to their Expectations
Vladimir N. Vapnik, Alexey Ya. Chervonenkis
1982Theory of Probability and Its Applications239 citations
OpenAlex
Discovering informative patterns and data cleaning
Isabelle Guyon, Nada Matic, Vladimir N. Vapnik
1996238 citations
OpenAlex
Inference with the Universum
Jason Weston, Ronan Collobert, Fabian H. Sinz, Léon Bottou +1 more
2006International Conference on Machine Learning221 citations Open access
OpenAlex
Comparison of view-based object recognition algorithms using realistic 3D models
Volker Blanz, Bernhard Schölkopf, HH Bülthoff, Christopher J. C. Burges +2 more
1996Lecture notes in computer science200 citations
OpenAlex
Model complexity control for regression using VC generalization bounds
Vladimir Cherkassky, Xuhui Shao, Filip M. Mulier, Vladimir N. Vapnik
1999IEEE Transactions on Neural Networks195 citations
OpenAlex
Automatic Capacity Tuning of Very Large VC-Dimension Classifiers
Isabelle Guyon, Bernhard E. Boser, Vladimir N. Vapnik
1992190 citations
OpenAlex
Support Vector Method for Multivariate Density Estimation
Vladimir N. Vapnik, Sayan Mukherjee
1999175 citations
OpenAlex
A note one class of perceptrons
Vladimir N. Vapnik
1964Automation and Remote Control173 citations
OpenAlex

SciRah Score

Patents and graduated students count once the researcher verifies this profile.

Citations per year

66 in 2021

20132021

Frequent co-authors

Invite them to SciRah by sharing their profile.

Léon BottouHeuristique, Paris, France×8
Invite
Léon Bottou — researcher profile on SciRah
Isabelle GuyonAT&T (United States)×7
Invite
Isabelle Guyon — researcher profile on SciRah
Bernhard SchölkopfMax Planck Institute for Biological Cybernetics×7
Invite
Bernhard Schölkopf — researcher profile on SciRah
Harris Drucker

Monmouth University

×6

Invite

Harris Drucker — researcher profile on SciRah

Olivier ChapelleLIP6×6

Invite

Olivier Chapelle — researcher profile on SciRah

Corinna CortesAT&T (United States)×5

Invite

Corinna Cortes — researcher profile on SciRah

Yann LeCunAT&T (United States)×5

Invite

Yann LeCun — researcher profile on SciRah

Jason WestonGeorgia Institute of Technology×4

Invite

Jason Weston — researcher profile on SciRah

L. D. JackelAT&T (United States)×4

Invite

L. D. Jackel — researcher profile on SciRah

Alex J. SmolaBELL LABORATORIES×3

Invite

Alex J. Smola — researcher profile on SciRah

Alexey Ya. ChervonenkisInstitute of Automation and Remote Control, Moscow, Russia×3

Invite

Alexey Ya. Chervonenkis — researcher profile on SciRah

Sayan MukherjeeMassachusetts Institute of Technology×3

Invite

Sayan Mukherjee — researcher profile on SciRah

Affiliation history

École Normale Supérieure de Lyon2000
NEC (Japan)2005
University of London2010
AT&T (United States)1991–2003
Max Planck Society2002
Universidade de São Paulo2014
Royal Holloway University of London1999–2018
Princeton University2010
University of Cambridge2015
ETH Zurich2002