Definition of Vapnik. Meaning of Vapnik. Synonyms of Vapnik

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Definition of Vapnik

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Meaning of Vapnik from wikipedia

- Vladimir Naumovich Vapnik (Russian: Владимир Наумович Вапник; born 6 December 1936) is a computer scientist, researcher, and academic. He is one of the...
- In Vapnik–Chervonenkis theory, the Vapnik–Chervonenkis (VC) dimension is a measure of the size (capacity, complexity, expressive power, richness, or flexibility)...
- 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...
- being based on statistical learning frameworks of VC theory proposed by Vapnik (1982, 1995) and Chervonenkis (1974). In addition to performing linear classification...
- Machine Learning. New York: Springer. ISBN 978-0-387-31073-2. Vapnik, Vladimir N.; Vapnik, Vladimir Naumovich (1998). The nature of statistical learning...
- personalized feed recommendation. Vladimir Vapnik, a pioneer in statistical learning, joined FAIR in 2014. Vapnik is the co-inventor of the support-vector...
- 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...
- Transduction was introduced in a computer science context by Vladimir Vapnik in the 1990s, motivated by his view that transduction is preferable to induction...
- Glivenko–Cantelli classes of functions or sets. The Glivenko–Cantelli classes arise in Vapnik–Chervonenkis theory, with applications to machine learning. Applications...