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Author:

Narayanan, Sri Hari Krishna

Title:

Software Based Techniques for Robust Computing on Chip Multiprocessors

Graduate Program:

Computer Science and Engineering

Keywords:

Temperature
Robustness
Reliability
Chip Multi Processors
compilers
Soft Errors

File:

Download thesis.pdf

Committee Members:

Dr Mahmut Kandemir, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Mary Jane Irwin, Committee Member
Padma Raghavan, Committee Member
Tracy Mullen, Committee Member
Boyana Norris, Committee Member

Author:

Chen, Yi-Ju

Title:

ROBUSTNESS PROPERTIES OF GENERALIZED CORRELATION COEFFICIENTS, WITH APPLICATIONS TO CROSS-OVER DESIGNS

Graduate Program:

Statistics

Keywords:

Generalized Correlation Coefficient
Cross-Over Designs
Influence Function
Robustness

File:

Download final_eTD.pdf

Committee Members:

Vernon Michael Chinchilli, Committee Chair/Co-Chair
Donald Richards, Committee Member
Rana Arnold, Committee Member
Tonya Sharp King, Committee Member
Bruce G. Lindsay, Committee Member

Author:

Baran, Matthew Stephen

Title:

A Computational Study of Robustness in Level Set Surface Reconstruction

Graduate Program:

Mathematics

Keywords:

Surface reconstruction
Level set method
Point Cloud
Robustness

File:

Download Baran_Thesis_Final.pdf

Committee Members:

Qiang Du, Thesis Advisor/Co-Advisor

Author:

Kungwalsong, Kanokporn

Title:

Managing disruption risks in global supply chains

Graduate Program:

Industrial Engineering

Keywords:

Supply chain
Disruption risk
Supply chain risk management
Robustness
Resilience
Vulnerability

File:

Download Dissertation_Kanokporn_Kungwalsong_final.pdf

Committee Members:

Arunachalam Ravindran, Dissertation Advisor/Co-Advisor
Arunachalam Ravindran, Committee Chair/Co-Chair
Paul Griffin, Committee Member
Deborah Jean Medeiros, Committee Member
Terry Paul Harrison, Committee Member

Author:

Wang, Jing

Title:

Design and Fabrication of Bio-Inspired Multi-Functional Slippery Surface Coatings with Novel Functionalities

Graduate Program:

Mechanical Engineering

Keywords:

Bio-inspired Engineering
Surface Science
Robustness
Viscoelastic Solid Repellency

File:

Download Dissertation_-_Jing_Wang.pdf

Committee Members:

Tak Sing Wong, Dissertation Advisor/Co-Advisor
Tak Sing Wong, Committee Chair/Co-Chair
Pak Kin Wong, Committee Member
Donghai Wang, Committee Member
Seong Han Kim, Outside Member

Author:

Choi, Byunghee

Title:

Economics of Adaptation: Generalized Optimal Switching

Graduate Program:

Agricultural, Environmental and Regional Economics

Keywords:

Adaptation
Optimal switching
Risk
Uncertainty
Robustness
Bioenergy

File:

Download Dissertation_Choi_Final_200608.pdf

Committee Members:

Robert D Weaver, Dissertation Advisor/Co-Advisor
Robert D Weaver, Committee Chair/Co-Chair
Terry Lee Friesz, Committee Member
Stephan J Goetz, Committee Member
Vinayak V Shanbhag, Outside Member
Edward C Jaenicke, Program Head/Chair

Author:

Tang, Xianfeng

Title:

Beyond Accurate Graph Neural Networks

Graduate Program:

Information Sciences and Technology

Keywords:

Machine Learning
Data Mining
Graph Data
Graph Neural Networks
Adversarial Attack
Robustness
Fairness
Explainable Machine Learning
Deep Learning

File:

Download Final_Dissertation_Beyond_Accurate_Graph_Neural_Networks.pdf

Committee Members:

Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Prasenjit Mitra, Committee Chair/Co-Chair
Suhang Wang, Committee Chair/Co-Chair
Xiang Zhang, Committee Member
Wang-Chien Lee, Outside Member
Mary Beth Rosson, Program Head/Chair
Suhang Wang, Dissertation Advisor/Co-Advisor

Author:

Khan, Md Fahim

Title:

Constraint Driven Multimodal Edge Intelligence

Graduate Program:

Electrical Engineering

Keywords:

Quantization
Mixed Precision
Deep Learning
Online Learning
Quantization
Mixed Precision
Deep Learning
Computer Vision
Online Learning
ReRAM
Crossbar
Energy Harvesting
Power Predictor
Depth Completion
Generative Adversarial Networks
GAN
Image Compression
Sensor Sampling
Sparse Depth
Multimodal Sensing
Sensor Fusion
Sensor Failure
Robustness

File:

Download PSUThesis_Faysal.pdf

Committee Members:

Madhavan Swaminathan, Program Head/Chair
Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Abhronil Sengupta, Major Field Member
Mehrdad Mahdavi, Major Field Member
Hadi Hosseini, Outside Unit & Field Member
Siddharth Advani, Special Member

Author:

Dai, Enyan

Title:

Towards Trustworthy Graph Neural Networks

Graduate Program:

Informatics

Keywords:

Trustworthy
Graph Neural Networks
Robustness
Privacy
Fairness
Explainability

File:

Download Thesis__Trustworthy_Graph_Neural_Networks.pdf

Committee Members:

Dongwon Lee, Professor in Charge/Director of Graduate Studies
Xiang Zhang, Major Field Member
Suhang Wang, Chair & Dissertation Advisor
Sencun Zhu, Outside Unit & Field Member
Lu Lin, Major Field Member

Author:

Roy, Parama

Title:

Finding Equilibrium in Adversarial Machine Learning - Intrinsic Trade-offs between the Robustness and Accuracy or Classifiers and Feature Extractors

Graduate Program:

Electrical Engineering

Keywords:

Machine Learning
Linear Programming
Adversarial Attacks
Robustness
Optimal Transport
CVXOPT

File:

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Committee Members:

Daniel Cullina, Thesis Advisor/Co-Advisor
Swaroop Ghosh, Committee Member
Madhavan Swaminathan, Program Head/Chair