Visiting Guest Speaker

Event Details
  • Date/Time:
    • Monday March 25, 2013
      2:00 pm - 3:00 pm
  • Location: Klaus 1116 East
  • Phone:
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  • Fee(s):
    N/A
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Contact

Arkadi Nemirovski

arkadi.nemirovski@isye.gatech.edu

Summaries

Summary Sentence: Visiting Guest Speaker

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TITLE: Optimization in Learning and Data Analysis

SPEAKER: Dr. Stephen Wright

ABSTRACT:

Optimization tools are vital to data analysis and learning. The optimization perspective has provided valuable insights, and optimization formulations have led to practical algorithms with good theoretical properties. In turn, the rich collection of problems in learning and data analysis is providing fresh perspectives on optimization algorithms and is driving new fundamental research in the area. After a brief survey, we focus on several problems --- signal reconstruction, manifold learning, and regression/classification --- describing in each case recent research in which optimization algorithms have been developed and applied successfully.

Bio:

 

http://www.cs.wisc.edu/users/swright

Additional Information

In Campus Calendar
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Groups

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

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Seminar/Lecture/Colloquium
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Status
  • Created By: Anita Race
  • Workflow Status: Published
  • Created On: Mar 20, 2013 - 6:55am
  • Last Updated: Oct 7, 2016 - 10:03pm