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1.
Learning functions on unknown manifolds
by Zhou, Xueyuan, Ph.D.  The University of Chicago. 2011: 126 pages; 3487652.
2.
Diffusion Harmonics and Dual Geometry on Carnot Manifolds
by Constantin, Sarah, Ph.D.  Yale University. 2015: 147 pages; 3663627.
3.
4.
Unsupervised Learning under Uncertainty
by Mathieu, Michaël, Ph.D.  New York University. 2017: 159 pages; 10261120.
5.
Sparse recovery and parameterization of manifold-valued data
by Taylor, Kye, M.S.  University of Colorado at Boulder. 2008: 105 pages; 1453576.
6.
Scalable learning of actions from unlabeled videos
by O'Hara, Stephen, Ph.D.  Colorado State University. 2013: 127 pages; 3565542.
7.
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.
8.
Identifying structural damage from images
by Chen, ZhiQiang, Ph.D.  University of California, San Diego. 2009: 282 pages; 3337297.
9.
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.
10.
Image analysis for realistic electromagnetic imaging systems
by Ramirez-Velez, Mabel Delice, Ph.D.  University of Colorado at Boulder. 2009: 172 pages; 3366658.
11.
Learning Neural Representations that Support Efficient Reinforcement Learning
by Stachenfeld, Kimberly, Ph.D.  Princeton University. 2018: 155 pages; 10824319.
12.
Two problems on closed geodesics in hyperbolic 3 manifolds
by Palaparthi, Anantha Sai Sree Krishna, Ph.D.  State University of New York at Buffalo. 2009: 45 pages; 3372222.
13.
Efficient sensing, summarization and classification of videos
by Shroff, Nitesh, Ph.D.  University of Maryland, College Park. 2012: 240 pages; 3543609.
14.
Folded symplectic toric four -manifolds
by Lee, Christopher R., Ph.D.  University of Illinois at Urbana-Champaign. 2009: 59 pages; 3395573.
15.
More than just "plug-and-chug": Exploring how physics students make sense with equations
by Kuo, Eric, Ph.D.  University of Maryland, College Park. 2013: 279 pages; 3599616.
16.
Controlling a Parent System through the Abstraction of a Swarm Acting Upon It
by Crandall, Kyle L., Ph.D.  The George Washington University. 2019: 138 pages; 13902849.
17.
Spectral geometry with applications to data analysis
by Portegies, Jacobus W., Ph.D.  New York University. 2014: 147 pages; 3635292.
18.
Microfabrication and analysis of manifold microchannel coolers for power electronics
by Boteler, Lauren Marie, Ph.D.  University of Maryland, College Park. 2011: 366 pages; 3461087.
19.
Self -taught learning
by Raina, Rajat, Ph.D.  Stanford University. 2009: 155 pages; 3382948.
20.
A framework for computer aided diagnosis and analysis of the neuro-vasculature
by Chowriappa, Ashirwad, Ph.D.  State University of New York at Buffalo. 2014: 203 pages; 3612958.
21.
Automatic Age Estimation from Real-World and Wild Face Images by Using Deep Neural Networks
by Qawaqneh, Zakariya, Ph.D.  University of Bridgeport. 2017: 99 pages; 10689195.
22.
Discovery of Latent Factors in High-dimensional Data Using Tensor Methods
by Huang, Furong, Ph.D.  University of California, Irvine. 2016: 261 pages; 10125323.
23.
Semiclassical Analysis of Fundamental Amplitudes in Loop Quantum Gravity
by Hedeman, Austin J., Ph.D.  University of California, Berkeley. 2014: 217 pages; 3686321.
24.
Scalable graph -based learning applied to human language technology
by Alexandrescu, Andrei, Ph.D.  University of Washington. 2009: 206 pages; 3377339.
25.
Hyperhähler 4n-manifolds with n commuting Quaternionic Killing fields
by Malkoun, Joseph, Ph.D.  State University of New York at Stony Brook. 2012: 79 pages; 3519064.
26.
Finite-Sheeted Covering Spaces and Solenoids over 3-manifolds
by Cavendish, Will, Ph.D.  Princeton University. 2012: 96 pages; 3522387.
27.
Towards a Perceptual Distance Metric for Audio
by Oh, Sarah, M.S.  Dartmouth College. 2019: 77 pages; 13886580.
28.
A Riemannian framework for annotated curves analysis
by Liu, Wei, Ph.D.  The Florida State University. 2011: 89 pages; 3502862.
29.
Euler Characteristic of Incompressible Surfaces in 3-Manifolds and Highly-Alternating Knots
by Rodriguez, Leslie K., M.S.  California State University, Long Beach. 2018: 36 pages; 10688597.
30.
Sparse dictionary learning and domain adaptation for face and action recognition
by Qiu, Qiang, Ph.D.  University of Maryland, College Park. 2013: 150 pages; 3587452.
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