Joint CSE/ISYE/IDH Seminar: Stephen Wright

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

Host:

For more information please contact Dr. Le Song at lsong@cc.gatech.edu

Summaries

Summary Sentence: Optimization in Learning and Data Analysis

Full Summary: No summary paragraph submitted.

Speaker: Stephen Wright, University of Wisconsin-Madison

Title:

Optimization in Learning and Data Analysis

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
Yes
Groups

High Performance Computing (HPC), College of Computing, School of Computer Science, School of Interactive Computing, School of Computational Science and Engineering

Invited Audience
No audiences were selected.
Categories
Seminar/Lecture/Colloquium
Keywords
No keywords were submitted.
Status
  • Created By: Lometa Mitchell
  • Workflow Status: Published
  • Created On: Mar 19, 2013 - 6:15am
  • Last Updated: Oct 7, 2016 - 10:02pm