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1.
A Randomized Approximate Nearest Neighbors Algorithm
by Osipov, Andrei, Ph.D.  Yale University. 2011: 137 pages; 3467911.
2.
Scalable learning of actions from unlabeled videos
by O'Hara, Stephen, Ph.D.  Colorado State University. 2013: 127 pages; 3565542.
3.
Approximate Phase Diagram for an Extended Shastry-Sutherland Anti-Ferromagnet
by Anguiano, Michael, M.S.  California State University, Long Beach. 2020: 72 pages; 27736214.
4.
An Analogy Based Method for Freight Forwarding Cost Estimation
by Straight, Kevin Andrew, M.B.A.  University of California, Riverside. 2014: 61 pages; 1562168.
6.
Machine Learning in Neuroimaging
by Punugu, Venkatapavani Pallavi, M.S.  State University of New York at Buffalo. 2017: 41 pages; 10284048.
7.
Searching and Reconstruction: Algorithms with Topological Descriptors
by Micka, Samuel Adam, Ph.D.  Montana State University. 2020: 169 pages; 27958954.
9.
Adaptive Approximate State Storage
by Dillinger, Peter C., Ph.D.  Northeastern University. 2010: 289 pages; 3434729.
10.
Solving Large-Scale Inverse Problems via Approximate Message Passing and Optimization
by Ma, Yanting, Ph.D.  North Carolina State University. 2017: 180 pages; 10758823.
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Nonlocal and Randomized Methods in Sparse Signal and Image Processing
by Crandall, Robert, Ph.D.  The University of Arizona. 2018: 96 pages; 10840330.
13.
A location fingerprint framework towards efficient wireless indoor positioning systems
by Swangmuang, Nattapong, Ph.D.  University of Pittsburgh. 2008: 146 pages; 3349244.
15.
Strong geometric context for scene understanding
by Diaz Garcia, Raul, Ph.D.  University of California, Irvine. 2016: 104 pages; 10195873.
16.
A Machine Learning Approach to Quantifying Likely Locations of Gas and Gas Hydrate Accumulation
by Runyan, Taylor E., M.S.  University of Louisiana at Lafayette. 2017: 55 pages; 10268964.
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18.
Signatures of Approximate Bayesian Inference in Early Visual Perception
by Lange, Richard D., Ph.D.  University of Rochester. 2020: 360 pages; 28093511.
19.
Exact Primitives for Time Series Data Mining
by Mueen, Abdullah Al, Ph.D.  University of California, Riverside. 2012: 184 pages; 3503286.
20.
Scalable graph -based learning applied to human language technology
by Alexandrescu, Andrei, Ph.D.  University of Washington. 2009: 206 pages; 3377339.
21.
Geometry in Wireless Sensor Networks In-network Information Processing and Localization
by Yang, Yang, Ph.D.  University of Louisiana at Lafayette. 2013: 72 pages; 3622965.
22.
Regression Strategies for Low-Dimensional Problems with Application to Color Management
by Garcia, Eric K., Ph.D.  University of Washington. 2010: 102 pages; 3445541.
23.
Simulation and analysis of cadmium sulfide nanoparticles
by Junkermeier, Chad, Ph.D.  Brigham Young University. 2008: 122 pages; 3345037.
24.
Learning from time series in the presence of noise: Unsupervised and semi-supervised approaches
by Yankov, Dragomir Dimitrov, Ph.D.  University of California, Riverside. 2008: 165 pages; 3305676.
25.
Particle motion in granular materials: three dimensional imaging of slow flows and compaction
by Slotterback, Steven Charles, Ph.D.  University of Maryland, College Park. 2012: 119 pages; 3543641.
26.
Improving non-linear approaches to anomaly detection, class separation, and visualization
by Paciencia, Todd J., Ph.D.  Air Force Institute of Technology. 2014: 354 pages; 3667806.
27.
Efficient updates for continuous queries over moving objects
by Hsueh, Yu-Ling, Ph.D.  University of Southern California. 2009: 160 pages; 3368702.
28.
Approximate Analytical Solutions of a Generalized van der Pol Oscillator
by Baghaei Lakeh, Arash, M.S.  Southern Illinois University at Edwardsville. 2013: 129 pages; 1544225.
29.
Mitigation of Loss, Crosstalk, and Resonance-Shift for Scalable Silicon Photonic Integrated Circuits
by Gatdula, Robert Diaz, Ph.D.  Rutgers The State University of New Jersey, School of Graduate Studies. 2019: 135 pages; 27540394.
30.
Sparse recovery and parameterization of manifold-valued data
by Taylor, Kye, M.S.  University of Colorado at Boulder. 2008: 105 pages; 1453576.
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