| 2014 | SDM | A Constructive Setting for the Problem of Density Ratio Estimation. | Vladimir Vapnik, Igor Braga, Rauf Izmailov |
| 2013 | IJCNN | Multidimensional splines with infinite number of knots as SVM kernels. | Rauf Izmailov, Vladimir Vapnik, Akshay Vashist |
| 2009 | IJCNN | Learning using hidden information (Learning with teacher). | Vladimir Vapnik, Akshay Vashist, Natalya Pavlovitch |
| 2006 | GRC | Learning hidden information: SVM+. | Vladimir Vapnik |
| 2006 | ICML | Inference with the Universum. | Jason Weston, Ronan Collobert, Fabian H. Sinz, Lon Bottou, Vladimir Vapnik |
| 2003 | COLT | Learning with Rigorous Support Vector Machines. | Jinbo Bi, Vladimir Vapnik |
| 2003 | IJCNN | Empirical inference problems. | Vladimir Vapnik |
| 2000 | ICPR | A Support Vector Clustering Method. | Asa Ben-Hur, Hava T. Siegelmann, David Horn, Vladimir Vapnik |
| 1998 | UAI | Learning by Transduction. | Alexander Gammerman, Volodya Vovk, Vladimir Vapnik |
| 1997 | ICANN | Predicting Time Series with Support Vector Machines. | Klaus-Robert Mller, Alexander J. Smola, Gunnar Rtsch, Bernhard Schlkopf, Jens Kohlmorgen, Vladimir Vapnik |
| 1997 | ICANN | The Support Vector Method. | Vladimir Vapnik |
| 1996 | ICANN | Comparison of View-Based Object Recognition Algorithms Using Realistic 3D Models. | Volker Blanz, Bernhard Schlkopf, Heinrich H. Blthoff, Chris Burges, Vladimir Vapnik, Thomas Vetter |
| 1996 | ICANN | Incorporating Invariances in Support Vector Learning Machines. | Bernhard Schlkopf, Chris Burges, Vladimir Vapnik |
| 1996 | ICML | Statistical Theory of Generalization (Abstract). | Vladimir Vapnik |
| 1995 | KDD | Capacity and Complexity Control in Predicting the Spread Between Borrowing and Lending Interest Rates. | Corinna Cortes, Harris Drucker, Dennis Hoover, Vladimir Vapnik |
| 1995 | KDD | Extracting Support Data for a Given Task. | Bernhard Schlkopf, Chris Burges, Vladimir Vapnik |
| 1994 | ICML | Boosting and Other Machine Learning Algorithms. | Harris Drucker, Corinna Cortes, Lawrence D. Jackel, Yann LeCun, Vladimir Vapnik |
| 1994 | ICPR | Comparison of classifier methods: a case study in handwritten digit recognition. | Lon Bottou, Corinna Cortes, John S. Denker, Harris Drucker, Isabelle Guyon, Larry D. Jackel, Yann LeCun, Urs A. Mller, Eduard Sckinger, Patrice Y. Simard, Vladimir Vapnik |
| 1994 | KDD | Discovering Informative Patterns and Data Cleaning. | Isabelle Guyon, Nada Matic, Vladimir Vapnik |
| 1993 | ICDAR | Writer-adaptation for on-line handwritten character recognition. | Nada Matic, Isabelle Guyon, John S. Denker, Vladimir Vapnik |
| 1992 | COLT | A Training Algorithm for Optimal Margin Classifiers. | Bernhard E. Boser, Isabelle Guyon, Vladimir Vapnik |
| 1992 | ICPR | Capacity control in linear classifiers for pattern recognition. | Isabelle Guyon, Vladimir Vapnik, Bernhard E. Boser, Lon Bottou, Sara A. Solla |
| 1992 | ICPR | Computer aided cleaning of large databases for character recognition. | Nada Matic, Isabelle Guyon, Lon Bottou, John S. Denker, Vladimir Vapnik |
| 1989 | COLT | Inductive Principles of the Search for Empirical Dependences (Methods Based on Weak Convergence of Probability Measures). | Vladimir Vapnik |