Ph.D. Proposal Oral Exam - Jun Qi

Event Details
  • Date/Time:
    • Tuesday November 3, 2020
      9:00 am - 11:00 am
  • Location: https://bluejeans.com/706672898
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  • Fee(s):
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Summaries

Summary Sentence: Theoretical Error Performance Analysis for Deep Neural Networks based Regression Functional Approximation

Full Summary: No summary paragraph submitted.

Title:  Theoretical Error Performance Analysis for Deep Neural Networks based Regression Functional Approximation

Committee: 

Dr. Lee, Advisor

Dr. Ma, Co-Advisor       

Dr. Anderson, Chair

Dr. Romberg

Dr. Juang

Abstract: The objective of the proposed research is to exploit statistical learning and nonconvex optimization to analyze deep neural network (DNN) based vector-tovector regression by providing DNN with upper bounds on representation and generalization powers.

Additional Information

In Campus Calendar
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ECE Ph.D. Proposal Oral Exams

Invited Audience
Public
Categories
Other/Miscellaneous
Keywords
Phd proposal, graduate students
Status
  • Created By: Daniela Staiculescu
  • Workflow Status: Published
  • Created On: Oct 23, 2020 - 5:06pm
  • Last Updated: Nov 5, 2020 - 3:17pm