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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.
Leveraging Structure for Learning Robot Control and Reactive Planning
by Sutanto, Giovanni, Ph.D.  University of Southern California. 2020: 151 pages; 28086666.
4.
Sparse recovery and parameterization of manifold-valued data
by Taylor, Kye, M.S.  University of Colorado at Boulder. 2008: 105 pages; 1453576.
5.
Learning Neural Representations that Support Efficient Reinforcement Learning
by Stachenfeld, Kimberly, Ph.D.  Princeton University. 2018: 155 pages; 10824319.
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Computational Analysis of Deformable Manifolds: From Geometric Modeling to Deep Learning
by Schonsheck, Stefan C., Ph.D.  Rensselaer Polytechnic Institute. 2020: 137 pages; 28001226.
8.
Scalable learning of actions from unlabeled videos
by O'Hara, Stephen, Ph.D.  Colorado State University. 2013: 127 pages; 3565542.
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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.
14.
Unsupervised Learning under Uncertainty
by Mathieu, MichaĆ«l, Ph.D.  New York University. 2017: 159 pages; 10261120.
17.
Technology Enhanced Learning for English Language Learners
by Stevens, Mark, Ph.D.  George Mason University. 2018: 269 pages; 10981068.
19.
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.
20.
Self -taught learning
by Raina, Rajat, Ph.D.  Stanford University. 2009: 155 pages; 3382948.
21.
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.
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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.
24.
Tactic-Based Learning for collective learning systems
by Armstrong, Alice, D.Sc.  The George Washington University. 2008: 320 pages; 3304083.
25.
Social and academic learning of high school seniors participating in an alternative learning program
by Occhiogrossi, Christina Marie, Ph.D.  Fordham University. 2007: 223 pages; 3255066.
26.
The Phonology of Contact: Creole sound change in context
by Ng, E-Ching, Ph.D.  Yale University. 2015: 191 pages; 3663654.
27.
Learning to Play Cooperative Games via Reinforcement Learning
by Wei, Ermo, Ph.D.  George Mason University. 2018: 162 pages; 13420351.
28.
Learning to Change, Changing to Learn: District Conditions for Organizational Learning
by Guthrie, Victor Anthony, Ed.D.  University of California, San Diego. 2011: 238 pages; 3488233.
29.
Nurturing group learning in a social change organization: Learning in practice
by Kelley, Mark D., Ph.D.  California Institute of Integral Studies. 2011: 282 pages; 3490129.
30.
Learning for the next generation: Predicting the usage of synthetic learning environments
by Evans, Arthur William, III, Ph.D.  University of Central Florida. 2010: 103 pages; 3415062.
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