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...
10 KB (819 words) - 17:46, 24 February 2025
statistical learning frameworks of VC theory proposed by Vapnik (1982, 1995) and Chervonenkis (1974). In addition to performing linear classification,...
65 KB (9,071 words) - 09:49, 24 June 2025
earlier and again independently, by Vladimir Vapnik and Alexey Chervonenkis, after whom the VC dimension is named. In his paper containing the lemma,...
17 KB (2,044 words) - 18:28, 28 February 2025
Proximal gradient methods for learning Rademacher complexity Vapnik–Chervonenkis dimension Vapnik, Vladimir N. (1995). The Nature of Statistical Learning Theory...
12 KB (1,712 words) - 19:24, 18 June 2025
Unique negative dimension Universal portfolio algorithm User behavior analytics VC dimension VIGRA Validation set Vapnik–Chervonenkis theory Variable-order...
39 KB (3,385 words) - 07:36, 7 July 2025
dimension theory and metrization theorems, Urysohn's Lemma and Fréchet–Urysohn space in topology Vladimir Vapnik, developed the Vapnik–Chervonenkis theory...
18 KB (1,744 words) - 06:21, 5 May 2025
relative frequencies of events to their probabilities Authors: V. Vapnik, A. Chervonenkis Publication data: Theory of Probability and Its Applications, 16(2):264–280...
27 KB (2,817 words) - 11:33, 13 June 2025
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...
36 KB (5,243 words) - 23:15, 19 June 2025
Falsifiability (category CS1 German-language sources (de))
Bernhard; Vapnik, Vladimir (July 2009). "Falsificationism and Statistical Learning Theory: Comparing the Popper and Vapnik-Chervonenkis Dimensions"...
171 KB (19,503 words) - 16:19, 30 June 2025
Validity (statistics) Van der Waerden test Van Houtum distribution Vapnik–Chervonenkis theory Varadhan's lemma Variable Variable kernel density estimation...
87 KB (8,280 words) - 23:04, 12 March 2025
List of Jewish mathematicians (category CS1 German-language sources (de))
(1923–2012), mathematician Pavel Urysohn (1898–1924), dimension theory and topology Vladimir Vapnik (born 1936), mathematician and computer scientist Moshe...
179 KB (15,739 words) - 04:01, 5 July 2025
(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...
35 KB (3,026 words) - 12:15, 30 October 2023