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Start Over Keyword Deep Learning Keyword Neural Network Access Level open_access

1. Explainable, Informed Deep Learning For Signal And Image Estimation

open_access
Open Access
Author:
Metwaly, Kareem
Title:
Explainable, Informed Deep Learning For Signal And Image Estimation
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Deep Learning
Neural Network
Image Processing
Signal Processing
Algorithm Unrolling
Dehazing
Beampattern Design
Classification
Computer Vision
Attribute Prediction
Prior Guided
Informed Learning
Estimation
File:
Download KareemMetwaly.pdf
Committee Members:
Abhronil Sengupta, Major Field Member
William Higgins, Major Field Member
Vikash Gayah, Outside Unit & Field Member
Vishal Monga, Chair & Dissertation Advisor
Thomas La Porta, Program Head/Chair

2. Statistical Methods for Non-Linear Modeling in Functional Data

open_access
Open Access
Author:
Rao, Aniruddha Rajendra
Title:
Statistical Methods for Non-Linear Modeling in Functional Data
Graduate Program:
Statistics (PHD)
Keywords:
Functional Data
Neural Network
Deep Learning
Non-Linear Modeling
Imputation
File:
Download Defense_Document_Aniruddha.pdf
Committee Members:
Lin Lin, Major Field Member
Suhang Wang, Outside Unit & Field Member
Jia Li, Major Field Member
Matthew Reimherr, Chair & Dissertation Advisor
Ephraim Hanks, Program Head/Chair