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ISyE Faculty Candidate Seminar: Dr. Kobi Abayomi

Dr. Kobi Abayomi
Visiting Assistant Professor, Duke University

Title: Copula Based Independent Component Analysis

Abstract: We propose a parametric version of Independent Component Analysis (ICA) via Copulas-families of multivariate distributions that join univariate margins to multivariate distributions. Our procedure exploits the role for copula models in information theory and in measures of association, specifically: the use of copulae densities as parametric mutual information, and as measures of association on the rank statistics.

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ISyE faculty candidate Dr. Kobi Abayomi is presenting his research entitled Copula Based Independent Component Analysis in on January 31, 2008.

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Thursday
Jan 31 2008
10:00am - 11:00am

Contact: Jennifer HarrisISyEContact Jennifer Harris404-894-2300

In campus calendar: No

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    Published
  • Created By:
    Ruth Gregory
  • Created:
    10/12/2009
  • Modified By:
    Fletcher Moore
  • Modified:
    10/07/2016

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