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Start Over Degree MS Committee Member David Jonathan Miller Keyword Machine Learning

1. Unsupervised Deep Learning Approach For Photoacoustic Spectral Unmixing.

open_access
Open Access
Author:
Durairaj, Deepit Abhishek
Title:
Unsupervised Deep Learning Approach For Photoacoustic Spectral Unmixing.
Graduate Program:
Electrical Engineering
Keywords:
Spectral Unmixing
Machine Learning
Autoencoders
Unsupervised Learning
Photoacoustic Imaging
File:
Download Deepit_Durairaj_Thesis.pdf
Committee Members:
Sri-Rajasekhar Kothapalli, Thesis Advisor/Co-Advisor
David Jonathan Miller, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member
Sri-Rajasekhar Kothapalli, Program Head/Chair

2. Adversarial Attacks and Defense in Long Short-Term Memory Recurrent Neural Networks

open_access
Open Access
Author:
Schuessler, Joseph
Title:
Adversarial Attacks and Defense in Long Short-Term Memory Recurrent Neural Networks
Graduate Program:
Electrical Engineering (MS)
Keywords:
Adversarial Attacks
Data Poisoning
Recurrent Neural Networks
LSTM
Deep Learning
Machine Learning
File:
Download SchuesslerThesis.pdf
Committee Members:
Kultegin Aydin, Program Head/Chair
David Jonathan Miller, Thesis Advisor/Co-Advisor
George Kesidis, Committee Member
Carina Pamela Curto, Committee Member