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Author:

Ma, Zhao

Title:

Error in Scale Reliant Covariation Analysis

Graduate Program:

Informatics

Keywords:

Covairation Analysis
Uncertainity Quantification
Sequence Count Data
Bioinformatics

File:

Download ZhaoMa-Thesis.pdf

Committee Members:

Jeffrey Bardzell, Program Head/Chair
Justin Silverman, Thesis Advisor/Co-Advisor
Sharon Xiaolei Huang, Committee Member

Author:

Mi, Erica

Title:

Immersive Reality Capabilities of Relieving Hiraeth

Graduate Program:

Informatics

Keywords:

extended reality
immersive reality
presence
telepresence
embodiment
360 video
hiraeth
memory

File:

Download Immersive_Reality_Capabilities_of_Relieving_Hiraeth.pdf

Committee Members:

Jeffrey Bardzell, Program Head/Chair
Fred Fonseca, Thesis Advisor/Co-Advisor
Carleen Maitland, Committee Member
Kelley Cotter, Committee Member

Author:

Burns, Marc

Title:

UPDATING AND EXTENDING THE KEYSTROKE MODEL WITH A NATURALISTIC STUDY

Graduate Program:

Informatics

Keywords:

Human-Computer Interaction
Keystroke-Level Model
HCI
Human Factors
Big Data
Typing Speed
Mouse Moves

File:

Download Burns-Marc-IST-Thesis.pdf

Committee Members:

Frank Ritter, Thesis Advisor/Co-Advisor
Xiaolong Zhang, Committee Member
Jeffrey Bardzell, Program Head/Chair
Nick Giacobe, Committee Member

Author:

Lin, Zhenpeng

Title:

Increasing Exploitability via Elastic Kernel Objects

Graduate Program:

Informatics

Keywords:

kernel
exploitation
static analysis

File:

Download Master_Thesis.pdf

Committee Members:

Xinyu Xing, Committee Member
Linhai Song, Thesis Advisor/Co-Advisor
Mary Beth Rosson, Program Head/Chair
Ting Wang, Committee Member

Author:

Wu, Xian

Title:

Adversarial Policy Training against Deep Reinforcement Learning.

Graduate Program:

Informatics

Keywords:

Reinforcement Learning
Adversarial Attacks

File:

Download Xian_Wu_master.pdf

Committee Members:

Xinyu Xing, Thesis Advisor/Co-Advisor
Ting Wang, Committee Member
Mary Beth Rosson, Program Head/Chair
Linhai Song, Committee Member

Author:

Kou, Tianqi

Title:

Reconceptualizing Machine Learning Reproducibility

Graduate Program:

Informatics

Keywords:

Machine Learning
Reproducibility
Philosophy of Machine Learning

File:

Download final.pdf

Committee Members:

Fred Fonseca, Thesis Advisor/Co-Advisor
Priya Kumar, Committee Member
Jeffrey Bardzell, Program Head/Chair
Daniel Susser, Thesis Advisor/Co-Advisor

Author:

Saxena, Manan

Title:

Scalable Bayesian Inference for Generalized Multivariate Dynamic Linear Models

Graduate Program:

Informatics

Keywords:

Bayesian Statistics
Multinomial Time Series
Generalized Multivariate Dynamic Linear Models
Optimization
Microbiome

File:

Download Manan_Saxena_Thesis.pdf

Committee Members:

Justin Silverman, Thesis Advisor/Co-Advisor
Romit Maulik, Committee Member
Dongwon Lee, Professor in Charge/Director of Graduate Studies
Aron Laszka, Committee Member

Author:

Delane, Ryan

Title:

Opportunities for Competency-Based Learning in Software Development Courses

Graduate Program:

Informatics

Keywords:

Computing Education
Competency-based Education
CBE
Software Development Education
Social Constructivism

File:

Download Dissertation_Final_Submission.pdf

Committee Members:

Benjamin Hanrahan, Major Field Member
Steven Haynes, Chair & Dissertation Advisor
Heather Zimmerman, Outside Unit & Field Member
Mary Beth Rosson, Major Field Member
Jeffrey Bardzell, Program Head/Chair

Author:

Zhou, Shijie

Title:

Link Prediction on Heterophilic Graphs via Disentangled Representation Learning

Graduate Program:

Informatics

Keywords:

Graph Learning
Heterophilic Graph
Disentangled Representation Learning
Machine Learning

File:

Download Shijie_Zhou_thesis.pdf

Committee Members:

Suhang Wang, Thesis Advisor/Co-Advisor
Dongwon Lee, Committee Member
Jeffrey Bardzell, Program Head/Chair
Xiang Zhang, Committee Member

Author:

Pang, Ren

Title:

Understanding and Mitigating Neural Backdoors

Graduate Program:

Informatics

Keywords:

backdoor attack
deep learning
backdoor defense
AutoML
Neural Architecture Search

File:

Download main.pdf

Committee Members:

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