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Author:

Haddadpour, Farzin

Title:

COMMUNICATION-EFFICIENT AND FAULT-TOLERANT ALGORITHMS FOR DISTRIBUTED MACHINE LEARNING

Graduate Program:

Electrical Engineering

Keywords:

Distributed - Communication - straggler

File:

Download My_PhD_Dissertation__1_.pdf

Committee Members:

Viveck Ramesh Cadambe, Dissertation Advisor/Co-Advisor
Viveck Ramesh Cadambe, Committee Chair/Co-Chair
Mehrdad Mahdavi, Committee Chair/Co-Chair
David Jonathan Miller, Committee Member
Necdet S Aybat, Outside Member
Mehrdad Mahdavi, Dissertation Advisor/Co-Advisor
Kultegin Aydin, Program Head/Chair

Author:

Bettapalli Nagaraj, Suhas

Title:

Privacy-preserving assessment of depression using Speech signal processing

Graduate Program:

Electrical Engineering

Keywords:

Speech Classification
Data Privacy
Depression Detection
Paralinguistics

File:

Download Suhas_MSEE_Thesis.pdf

Committee Members:

Saeed M Abdullah, Thesis Advisor/Co-Advisor
David Jonathan Miller, Committee Member
Jing Yang, Committee Member
Kultegin Aydin, Program Head/Chair

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