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1.
A Randomized Approximate Nearest Neighbors Algorithm
by Osipov, Andrei, Ph.D.  Yale University. 2011: 137 pages; 3467911.
2.
Applications of the Minimum Sobolev Norm and Associated Fast Algorithms
by Gorman, Christopher Henry, Ph.D.  University of California, Santa Barbara. 2019: 220 pages; 13896728.
3.
Geometric representations and deep Gaussian conditional random field networks for computer vision
by Vemulapalli, Raviteja, Ph.D.  University of Maryland, College Park. 2016: 185 pages; 10192530.
5.
Limit theorems for random exponential sums and their applications to insurance and the random energy model
by Erturk, Huseyin, Ph.D.  The University of North Carolina at Charlotte. 2016: 70 pages; 10111893.
6.
Nonlocal and Randomized Methods in Sparse Signal and Image Processing
by Crandall, Robert, Ph.D.  The University of Arizona. 2018: 96 pages; 10840330.
9.
Advanced bit manipulation instructions: Architecture, implementation and applications
by Hilewitz, Yedidya, Ph.D.  Princeton University. 2008: 232 pages; 3332424.
10.
Towards Fast and Efficient Representation Learning
by Li, Hao, Ph.D.  University of Maryland, College Park. 2018: 147 pages; 10845690.
11.
Fast solvers and uncertainty quantification for models of magnetohydrodynamics
by Phillips, Edward G., Ph.D.  University of Maryland, College Park. 2014: 168 pages; 3644175.
13.
Robustly modeling the world from photos
by Wilson, Kyle Lyndon, Ph.D.  Cornell University. 2016: 123 pages; 10183873.
15.
Measurement of the Surface and Underground Neutron Spectra with the UMD/NIST Fast Neutron Spectrometers
by Langford, Thomas J., Ph.D.  University of Maryland, College Park. 2013: 319 pages; 3611818.
16.
Randomized Fast Solvers for Linear and Nonlinear Problems in Data Science
by Wu, Huiwen, Ph.D.  University of California, Irvine. 2019: 151 pages; 27665431.
17.
Detection of low rank signals in noise and fast correlation mining with applications to large biological data
by Shabalin, Andrey A., Ph.D.  The University of North Carolina at Chapel Hill. 2010: 139 pages; 3418746.
19.
Graph diffusions and matrix functions: Fast algorithms and localization results
by Kloster, Kyle, Ph.D.  Purdue University. 2016: 114 pages; 10149739.
20.
Efficient image restoration algorithms for near-circulant systems
by Pan, Ruimin, Ph.D.  Auburn University. 2007: 130 pages; 3265586.
21.
Fast Time-of-Flight Phase Unwrapping and Scene Segmentation Using Data Driven Scene Priors
by Crabb, Ryan Eugene, Ph.D.  University of California, Santa Cruz. 2015: 145 pages; 3746704.
22.
Probabilistic Decentralized Active Vibration Control: Stability, Performance, and Robustness
by D'Angelo, Christopher John, Ph.D.  University of Pittsburgh. 2019: 298 pages; 13813712.
23.
Simulation, kriging, and visualization of circular-spatial data
by Morphet, William J., Ph.D.  Utah State University. 2009: 391 pages; 3359875.
25.
Character estimates and random walks on SU( n)
by Manack, Corey, Ph.D.  Indiana University. 2010: 101 pages; 3432193.
26.
Modeling of multi-dimensional inelastic and nonlinear elastic structural systems
by Ray, Tathagata, Ph.D.  State University of New York at Buffalo. 2013: 193 pages; 3598742.
27.
Understanding the Very High Energy γ-Ray Emission from a Fast Spinning Neutron Star Environment
by Brisbois, Chad Allen, Ph.D.  Michigan Technological University. 2019: 150 pages; 22615980.
28.
Force field development with GOMC, a fast new Monte Carlo molecular simulation code
by Mick, Jason Richard, Ph.D.  Wayne State University. 2016: 171 pages; 10105010.
29.
Drought risk and vulnerability of Moroccan dryland wheat farmers
by Kusunose, Yoko, Ph.D.  University of California, Davis. 2010: 159 pages; 3427424.
30.
Dynamics of 2D Potts and Random-Cluster Models
by Gheissari, Reza, Ph.D.  New York University. 2019: 320 pages; 13810437.
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