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Author:

Hagrass, Omar

Title:

Minimax Optimal Spectral Regularized Kernel Hypothesis Tests

Graduate Program:

Statistics

Keywords:

maximum mean discrepancy
Two-sample test
reproducing kernel Hilbert space
reproducing kernel Hilbert space
covariance operator
U-statistic
Bernstein’s inequality
minimax separation
permutation test
spectral regularization
Goodness-of-fit test
kernel Stein discrepancy
adaptivity
adaptivity
wild bootstrap

File:

Download Omar_Hagrass_Dissertation.pdf

Committee Members:

Bing Li, Professor in Charge/Director of Graduate Studies
Bharath Kumar Sriperumbudur, Chair & Dissertation Advisor
Yanyuan Ma, Major Field Member
Bing Li, Major Field Member
Necdet Aybat, Outside Unit & Field Member
Krishnakumar Balasubramanian, Special Member
Zoltan Szabo, Special Member