Direct Methods in Statistical Learning Theory

  • Vladimir N. Vapnik
Chapter
Part of the Statistics for Engineering and Information Science book series (ISS)

Abstract

In this chapter we introduce a new approach to the main problems of statistical learning theory: pattern recognition, regression estimation, and density estimation.

Keywords

Conditional Probability Density Estimation Probability Distribution Function Conditional Density Reproduce Kernel Hilbert Space 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer Science+Business Media New York 2000

Authors and Affiliations

  • Vladimir N. Vapnik
    • 1
  1. 1.Room 3-130AT&T Labs-ResearchRed BankUSA

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