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Start Over Graduate Program Electrical Engineering (MS) Committee Member Kultegin Aydin Keyword Machine Learning

1. 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

2. Extreme Point Approach to Subset Selection and Data Augmentation

open_access
Open Access
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