STATISTICS SEMINAR :: Nonlinear Dimension Reduction and Applications

Event Details
  • Date/Time:
    • Tuesday October 31, 2006 - Monday October 30, 2006
      10:00 am - 11:00 pm
  • Location: Executive classroom of Main building of ISyE, GT
  • Phone:
  • URL:
  • Email:
  • Fee(s):
    N/A
  • Extras:
Contact
Barbara Christopher
Industrial and Systems Engineering
Contact Barbara Christopher
404.385.3102
Summaries

Summary Sentence: STATISTICS SEMINAR :: Nonlinear Dimension Reduction and Applications

Full Summary: STATISTICS SEMINAR :: Nonlinear Dimension Reduction and Applications

I will present an informal discussion of several recent algorithms for nonlinear dimension reduction, both supervised and unsupervised, including Isomap, local linear embedding, Hessian-LLE, local tangent space alignment, semi-definite embedding, and contour regression. I'll try my best to highlight their differences and commonalities, and point out several topics that deserve further investigation. Connections to other areas such as semi-definite programming, mesh parameterization, surface reconstruction, and numerical solution of differential equations.

Additional Information

In Campus Calendar
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Groups

H. Milton Stewart School of Industrial and Systems Engineering (ISYE)

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Categories
Seminar/Lecture/Colloquium
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Status
  • Created By: Barbara Christopher
  • Workflow Status: Published
  • Created On: Oct 8, 2010 - 7:33am
  • Last Updated: Oct 7, 2016 - 9:52pm