researcher, and academic. He is one of the main developers of the Vapnik–Chervonenkis theory of statistical learning and the co-inventor of the support-vector...

statistical learning frameworks of VC theory proposed by Vapnik (1982, 1995) and Chervonenkis (1974). In addition to performing linear classification,...

earlier and again independently, by Vladimir Vapnik and Alexey Chervonenkis, after whom the VC dimension is named. In his paper containing the lemma,...

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

Unique negative dimension Universal portfolio algorithm User behavior analytics VC dimension VIGRA Validation set Vapnik–Chervonenkis theory Variable-order...

statistician Sara van de Geer used empirical process theory and the Vapnik–Chervonenkis dimension to prove a least-squares estimator can be interpreted as a measure...

relative frequencies of events to their probabilities Authors: V. Vapnik, A. Chervonenkis Publication data: Theory of Probability and Its Applications, 16(2):264–280...

Validity (statistics) Van der Waerden test Van Houtum distribution Vapnik–Chervonenkis theory Varadhan's lemma Variable Variable kernel density estimation...

(1923–2012), mathematician Pavel Urysohn (1898–1924), dimension theory and topology Vladimir Vapnik (born 1936), mathematician and computer scientist Moshe...

Bernhard; Vapnik, Vladimir (July 2009). "Falsificationism and Statistical Learning Theory: Comparing the Popper and Vapnik-Chervonenkis Dimensions"...

(FL:RG) (U:D) Vapnik–Chervonenkis theory Central limit theorem / (L:R) Berry–Esseen theorem / (F:R) Characteristic function / anl (1F:DCR) De Moivre–Laplace...