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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