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Start Over Year 2019 Keyword Density Estimation

1. COMPARISON OF DIFFERENT DENSITY ESTIMATORS FOR INFINITE DIMENSIONAL EXPONENTIAL FAMILIES

open_access
Open Access
Author:
Rao, Aniruddha Rajendra
Title:
COMPARISON OF DIFFERENT DENSITY ESTIMATORS FOR INFINITE DIMENSIONAL EXPONENTIAL FAMILIES
Graduate Program:
Statistics
Keywords:
Kernel Methods
Density Estimation
Exponential Family
Computation
Infinite Dimension
File:
Download Aniruddha_Thesis_Final.pdf
Committee Members:
Dr. Bharath Sriperumbudur, Thesis Advisor/Co-Advisor
Dr. Ephraim Hanks, Committee Member
Benjamin Shaby, Committee Member

2. Regularization Methods In Functional Data Analysis

open_access
Open Access
Author:
Mirshani, Ardalan
Title:
Regularization Methods In Functional Data Analysis
Graduate Program:
Statistics
Keywords:
Functional Data
Differential Privacy
Hilbert Space
Variable Selection
Reproducing Kernel Hilbert Space
Oracle Property
Elastic Net
Smooth Estimate
Density Estimation
File:
Download PhD_Thesis__Ardalan_Mirshani_.pdf
Committee Members:
Matthew Logan Reimherr, Dissertation Advisor/Co-Advisor
Matthew Logan Reimherr, Committee Chair/Co-Chair
Runze Li, Committee Member
Francesca Chiaromonte, Committee Member
Kateryna Dmytrivna Makova, Outside Member
Ephraim Mont Hanks, Program Head/Chair