• researcher, and academic. He is one of the main developers of the VapnikChervonenkis 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
  • Thumbnail for Sauer–Shelah lemma
    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 VapnikChervonenkis dimension Vapnik, Vladimir N. (1995). The Nature of Statistical Learning Theory...
    12 KB (1,712 words) - 19:24, 18 June 2025
  • Thumbnail for List of Russian mathematicians
    dimension theory and metrization theorems, Urysohn's Lemma and Fréchet–Urysohn space in topology Vladimir Vapnik, developed the VapnikChervonenkis theory...
    18 KB (1,744 words) - 06:21, 5 May 2025
  • Unique negative dimension Universal portfolio algorithm User behavior analytics VC dimension VIGRA Validation set VapnikChervonenkis theory Variable-order...
    39 KB (3,385 words) - 07:36, 7 July 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
  • Thumbnail for Least squares
    statistician Sara van de Geer used empirical process theory and the VapnikChervonenkis dimension to prove a least-squares estimator can be interpreted as a measure...
    36 KB (5,243 words) - 23:15, 19 June 2025
  • Thumbnail for Falsifiability
    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 VapnikChervonenkis 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) VapnikChervonenkis 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