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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

Author:

Singman, Matthew

Title:

Cognitive Signal Processing: Applying Machine Learning to Adaptive Array Signal Processing Weight Generation

Graduate Program:

Electrical Engineering (MS)

Keywords:

Signal Processing
Array Signal Processing
Machine Learning
Adaptive Signal Processing

File:

Download SingmanFinalThesis.pdf

Committee Members:

Madhavan Swaminathan, Program Head/Chair
Ram Mohan Narayanan, Thesis Advisor/Co-Advisor
Gregory Huff, Committee Member

Author:

Banagere Manjunatha, Srikanth

Title:

Extreme Point Approach to Subset Selection and Data Augmentation

Graduate Program:

Electrical Engineering (MS)

Keywords:

Machine Learning
Data Augmentation
Convex hull
Isometric property
Classification task

File:

Download Masters_Thesis_EE_PSU_srikanth_banagere_manjunatha.pdf

Committee Members:

Kultegin Aydin, Program Head/Chair
Viveck Ramesh Cadambe, Thesis Advisor/Co-Advisor
Mehrdad Mahdavi, Committee Member