Vladimir Naumovich Vapnik (Russian: Владимир Наумович Вапник; born 6 December 1936) is a computer scientist, researcher, and academic. He is one of the...

Vapnik–Chervonenkis theory (also known as VC theory) was developed during 1960–1990 by Vladimir Vapnik and Alexey Chervonenkis. The theory is a form of...

In Vapnik–Chervonenkis theory, the Vapnik–Chervonenkis (VC) dimension is a measure of the size (capacity, complexity, expressive power, richness, or flexibility)...

Bell Laboratories by Vladimir Vapnik with colleagues (Boser et al., 1992, Guyon et al., 1993, Cortes and Vapnik, 1995, Vapnik et al., 1997) SVMs are one...

personalized feed recommendation. Vladimir Vapnik, a pioneer in statistical learning, joined FAIR in 2014. Vapnik is the co-inventor of the support-vector...

Machine Learning. New York: Springer. ISBN 978-0-387-31073-2. Vapnik, Vladimir N.; Vapnik, Vladimir Naumovich (1998). The nature of statistical learning...

intersection. The concept of shattered sets plays an important role in Vapnik–Chervonenkis theory, also known as VC-theory. Shattering and VC-theory are...

transductive version of CP was first proposed in 1998 by Gammerman, Vovk, and Vapnik, and since, several variants of conformal prediction have been developed...

Glivenko–Cantelli classes of functions or sets. The Glivenko–Cantelli classes arise in Vapnik–Chervonenkis theory, with applications to machine learning. Applications...

Grenadines VC dimension (Vapnik–Chervonenkis dimension), a measure of the capacity of a statistical classification algorithm Vapnik–Chervonenkis theory, a...

Transduction was introduced in a computer science context by Vladimir Vapnik in the 1990s, motivated by his view that transduction is preferable to induction...

Annual International Conference on Machine Learning, 2009. Cortes, Corinna; Vapnik, Vladimir N. (1995). "Support-vector networks". Machine Learning. 20 (3):...

and Russian mathematician. Along with Vladimir Vapnik, he was one of the main developers of the Vapnik–Chervonenkis theory, also known as the "fundamental...

it fights like a terrorist, it's a terrorist, right? Professor Vladimir Vapnik, a pioneer and co-inventor of Support Vector Machines (SVM) and a major...

the context of support vector machines, replacing an earlier method by Vapnik, but can be applied to other classification models. Platt scaling works...

[citation needed] His collaborators at AT&T include Léon Bottou and Vladimir Vapnik. After a brief tenure as a Fellow of the NEC Research Institute (now NEC-Labs...

PMID 17756722. S2CID 17495161. Ben-Hur, Asa; Horn, David; Siegelmann, Hava; Vapnik, Vladimir (2001). "Support vector clustering". Journal of Machine Learning...

training data. This principle was first set out in a 1974 book by Vladimir Vapnik and Alexey Chervonenkis and uses the VC dimension. In practical terms, Structural...

Proximal gradient methods for learning Rademacher complexity Vapnik–Chervonenkis dimension Vapnik, Vladimir N. (1995). The Nature of Statistical Learning Theory...

Prize Paper Award, 2001. Floyd, Sally. On Space-Bounded Learning and the Vapnik-Chervonenkis Dimension (Thesis). p. 4. Internet Architecture Board (27 August...

519–529. doi:10.1017/S0266466600004746. S2CID 14668369. Chapters 1 and 2 of Vapnik (1998) More information and examples can be found in the articles Heavy-tailed...

ISBN 978-90-78768-01-2. ISBN 9078768010 Anenburg, Michael; Bialik, Or; Vapnik, Yevgeny; Chapman, Hazel; Antler, Gilad; Katzir, Yaron; Bickle, Mike (2014)...

David, Haussler; Manfred, Warmuth (October 1989). "Learnability and the Vapnik-Chervonenkis Dimension". Journal of the Association for Computing Machinery...

{\displaystyle X} to Y {\displaystyle Y} . It is unnecessary (and, according to Vapnik's principle, imprudent) to perform transductive learning by way of inferring...

and then moved to Bell Labs in New Jersey, where he worked with Vladimir Vapnik, who became co-adviser of his PhD thesis at TU Berlin (with Stefan Jähnichen)...

Afzal Victor Ken as Ali Avi Keedar as Noor Claude Aviram as Sadioue Moshe Vapnik as Hasan Dale Dye as Helicopter Crew Chief (uncredited) The film was shot...

learning), proposed by Leslie Valiant; VC theory, proposed by Vladimir Vapnik and Alexey Chervonenkis; Inductive inference as developed by Ray Solomonoff;...

and Machine Learning. New York: Springer. ISBN 978-0-387-31073-2. Vapnik VN, Vapnik VN (1998). The nature of statistical learning theory (Corrected 2nd...

parts of the prediction space. M-estimator Maximum likelihood estimation V. Vapnik (1992). Principles of Risk Minimization for Learning Theory. Györfi, László;...

Eurographics. CiteSeerX 10.1.1.108.8495. Ray Tracing - Auxiliary Data Structures Vapnik, V. N.; Chervonenkis, A. Ya. (1971). "On the Uniform Convergence of Relative...