Loading [a11y]/accessibility-menu.js
Convergence rate of structural risk minimization principle on quasi-probability space | IEEE Conference Publication | IEEE Xplore

Convergence rate of structural risk minimization principle on quasi-probability space

Publisher: IEEE

Abstract:

In this paper, the concepts of annealed entropy, growth function and VC dimension are proposed on quasi-probability space; the rate of uniform convergence of structural r...View more

Abstract:

In this paper, the concepts of annealed entropy, growth function and VC dimension are proposed on quasi-probability space; the rate of uniform convergence of structural risk minimization principle based on VC dimension on quasi-probability space are given and proven. These lay the theoretical basis to systematically establish statistical learning theory and construe support vector machine on quasi-probability.
Date of Conference: 11-14 July 2010
Date Added to IEEE Xplore: 20 September 2010
ISBN Information:

ISSN Information:

Publisher: IEEE
Conference Location: Qingdao, China

References

References is not available for this document.