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Author:

Xu, Dongkuan

Title:

Resource-efficient Deep Learning: Democratizing AI at Scale

Graduate Program:

Information Sciences and Technology

Keywords:

Deep Learning
Democratization
Efficient
Artificial Intelligence
Model Compression
Graph Neural Network
Acceleration

File:

Download PhD_dessertation_Dongkuan_Xu_Resource_efficient_Deep_Learning_FinalVersion.pdf

Committee Members:

Dongwon Lee, Major Field Member
Xiang Zhang, Chair & Dissertation Advisor
Xiao Liu, Outside Unit & Field Member
Mary Beth Rosson, Program Head/Chair
Suhang Wang, Major Field Member

Author:

Nagarajan, Karthikeyan

Title:

Exploring Security Challenges and Opportunities in Emerging Memory and Computing Technologies

Graduate Program:

Computer Science and Engineering

Keywords:

Non Volatile Memory
Artificial Intelligence
In-Memory Computing
Spiking Neural Networks
Fault Injection
Information Leakage
Denial of Service
Hardware Trojan
Side Channel Attack

File:

Download PhD_Thesis_Karthikeyan_Nagarajan_Revised.pdf

Committee Members:

Swaroop Ghosh, Chair & Dissertation Advisor
Abhronil Sengupta, Major Field Member
Saptarshi Das, Outside Unit & Field Member
Mehdi Kiani, Major Field Member
Chitaranjan Das, Program Head/Chair

Author:

Zare, Maryam

Title:

An Agent Learning Dialogue Policies for Sensing, Perceiving and Learning through Multi-modal Communication

Graduate Program:

Computer Science and Engineering

Keywords:

Artificial Intelligence
Natural Language Processing
Dialogue Systems
Learning through Communication

File:

Download MaryamZare_Dissertation_Penn_State_University.pdf

Committee Members:

Alan Wagner, Outside Unit & Field Member
Robert Collins, Major Field Member
Rebecca Passonneau, Chair & Dissertation Advisor
Chitaranjan Das, Program Head/Chair
Rui Zhang, Major Field Member

Author:

Garcia, Miguel

Title:

Insights on the use of Machine Learning to Predict Retention of Career Soldiers in the United States Army

Graduate Program:

Data Analytics

Keywords:

Artificial Intelligence
Machine Learning
AI
Deep Learning
Decision Tree
Logistic Regression
Random Forest
XGBoost
Artificial Neural Network
Deep Neural Network
U.S. Army
Military
Attrition
Retention
Person-Event Data Environment
PDE
Department of Defense
DoD
Army Analytics Group
AAG
Naive Bayes
Active Duty
Enlistment
Commissioned Officers
Soldiers
Area Under the Curve
AUC
Data Analytics
Retirement
MEDPROS
PHA
MEPCOM
DTMS
ATMS
ROC Curve
Variable Importance
Preprocessing
Data Quality

File:

Download Insights_on_the_use_of_AI_to_Predict_Retention_of_Career_Soldiers_in_the_US_Army.pdf

Committee Members:

Colin Neill, Program Head/Chair
Partha Mukherjee, Thesis Advisor/Co-Advisor
Guanghua Qiu, Committee Member
Youakim Badr, Thesis Advisor/Co-Advisor

Author:

Khademi, Aria

Title:

Excursions in Causal Data Science: Fairness, Causal Attribution, and Applications

Graduate Program:

Informatics

Keywords:

Artificial Intelligence
Machine Learning
Causal Inference
Interpretable Machine Learning
Fairness
Health Care
Causal Attribution

File:

Download PhD_Dissertation_Aria_Khademi.pdf

Committee Members:

Daniel Susser, Major Field Member
Sarah Rajtmajer, Major Field Member
Vasant Honavar, Chair & Dissertation Advisor
Aleksandra Slavkovic, Outside Unit, Field & Minor Member
Mary Beth Rosson, Program Head/Chair

Author:

Benjestorf, Joshua

Title:

Micro-Wireless Power Transfer with Applications to the Non-Metallic Connector

Graduate Program:

Electrical Engineering

Keywords:

Wireless Power Transfer
Micro-Wireless Power Transfer
Non-Metallic Connector
Universal Serial Bus
Electronic Industries Alliance
International electrotechnical Commission
Underwriter Laboratories
Institute for Electrical and Electronics Engineers
Global E-waste Monitor
Contactless Power Transfer
Inductive Power Transfer
Internet of Things
Artificial Intelligence
Series-Series Topology
Series-Parallel Topology
Parallel-Series Topology
Parallel-Parallel Topology
Advanced Design System
Scatter Parameters
Device Under Test
Vector Network Analyzer
Sub-Miniature A
Printed Circuit Board
Digital Multi Meter

File:

Download MSEE_Thesis_Benjestorf_07-13-2021.pdf

Committee Members:

Thang Bui, Program Head/Chair
Aldo W Morales, Thesis Advisor/Co-Advisor
Sedig Salem Agili, Thesis Advisor/Co-Advisor
Nashwa Nabil Elaraby, Special Signatory

Author:

Melo Cruz, Arthur

Title:

Value Alignment in Ethical Dilemmas Through Reinforcement Learning

Graduate Program:

Aerospace Engineering

Keywords:

Robotics
Reinforcement Learning
Ethical Dilemma
Robot Ethics
Machine Ethics
Machine Learning
Artificial Intelligence

File:

Download Melo_Cruz_MSThesis.pdf

Committee Members:

Alan Richard Wagner, Thesis Advisor/Co-Advisor
Jacob Willem Langelaan, Committee Member
Amy Pritchett, Program Head/Chair

Author:

Robles, Pedro

Title:

DEVELOPING AN EFFECTIVE ARTIFICIAL INTELLIGENCE GOVERNANCE FRAMEWORK

Graduate Program:

Public Administration

Keywords:

Information Technology Governance
Artificial Intelligence
Policy Diffusion
Conceptual Framework
Autonomous Vehicle

File:

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Committee Members:

Goktug Morcol, Program Head/Chair
Michele Tantardini, Major Field Member
Rhoda Joseph, Outside Unit & Field Member
Eric Best, Major Field Member
Dan Mallinson, Chair & Dissertation Advisor

Author:

Yazdani, Amirsaeed

Title:

Training-Robust Design of Deep Neural Networks for Imaging and Vision

Graduate Program:

Electrical Engineering

Keywords:

Computer Vision
Image Processing
Artificial Intelligence
Deep Learning
Neural Networks
Photoacoustic Target Localization
Image Relighting
Active Learning
Semantic Segmentation

File:

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Committee Members:

Madhavan Swaminathan, Program Head/Chair
Robert Collins, Major Field Member
William Higgins, Major Field Member
Houtan Jebelli, Outside Unit & Field Member
Vishal Monga, Chair & Dissertation Advisor

Author:

Sun, Yuan

Title:

Effects of AI Attributes and Explanation Affordance on User Trust in AI Systems

Graduate Program:

Mass Communications

Keywords:

Artificial Intelligence
Explanation Affordance
User Agency
Message Interactivity
Trust

File:

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Committee Members:

Anthony Olorunnisola, Program Head/Chair
Fuyuan Shen, Major Field Member
Jessica Myrick, Major Field Member
James Dillard, Outside Unit & Field Member
S. Shyam Sundar, Chair & Dissertation Advisor