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1. Fast Regularized Total Least Squares Methods With applications

open_access
Open Access
Author:
Lee, Geun Seop
Title:
Fast Regularized Total Least Squares Methods With applications
Graduate Program:
Computer Science and Engineering
Keywords:
Total Least Squares
Regularization
High Resolution Image Reconstruction
Newton method
File:
Download GeunseopLee-Dissertation.pdf
Committee Members:
Jesse Louis Barlow, Dissertation Advisor/Co-Advisor
Padma Raghavan, Committee Member
Dr Robert Collins, Committee Member
Vishal Monga, Committee Member
Raj Acharya, Committee Member

2. The Diffusion of Instability in Authoritarian Regimes

open_access
Open Access
Author:
Brawner, Thomas W
Title:
The Diffusion of Instability in Authoritarian Regimes
Graduate Program:
Political Science
Keywords:
Diffusion
Authoritarian Regimes
Democratic Transition
Regularization
Machine Learning
Prediction
Coups
File:
Download brawner_dissertation.pdf
Committee Members:
Joseph Wright, Dissertation Advisor/Co-Advisor
Joseph Wright, Committee Chair/Co-Chair
Donna Bahry, Committee Member
Bumba Mukherjee, Committee Member
Johannes Fedderke, Outside Member

3. A STUDY OF APPROXIMATIONS AND DATA REDUCTION TECHNIQUES FOR KERNEL REGULARIZED LEAST SQUARES

open_access
Open Access
Author:
Straub, Benjamin Marshall
Title:
A STUDY OF APPROXIMATIONS AND DATA REDUCTION TECHNIQUES FOR KERNEL REGULARIZED LEAST SQUARES
Graduate Program:
Statistics
Keywords:
Kernel Methods
Machine-Learning
Ridge
Regularization
Random Projections
Clustering
Least-Squares
File:
Download final_thesis.pdf
Committee Members:
Bharath Kumar Sriperumbudur, Thesis Advisor/Co-Advisor
Donald Richards, Committee Member
David Russell Hunter, Committee Member
Benjamin Adam Shaby, Committee Member