event
Ph.D. Proposal Oral Exam - Jun Qi
Primary tabs
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.
Status
- Workflow Status:Published
- Created By:Daniela Staiculescu
- Created:10/23/2020
- Modified By:Daniela Staiculescu
- Modified:11/05/2020
Categories
Keywords
Target Audience