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VC-Dimension

Latex slides on the topic Vapnik Chervonenkis Dimension for Mathematical Data Science Seminar

The slides are created based on Chapter 2 of the book "Mathematical Pictures at Data Science Exhibition" by Simon Foucart.

Foucart, Simon, "Mathematical Pictures at a Data Science Exhibition", Chapter 2 - Vapnik-Chervonenkis Dimension, pp. 10 - 15, Cambridge University Press, 2022.

It contains the following topics -

  1. Short information on Vapnik and Chervonenkis
  2. Definitions of VC Dimension
  3. Examples to determine VC dimension for an interval and pair of intervals
  4. Sauer Lemma

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