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1.
Topics in communication avoiding algorithms and stability analysis
by Lowery, Bradley R., Ph.D.  University of Colorado at Denver. 2014: 136 pages; 3621837.
2.
Analytical Methods for Structured Matrix Computations
by Ye, Xin, Ph.D.  Purdue University. 2018: 146 pages; 10843113.
3.
Characterization of Positive Matrix Factorization Methods and Their Application to Ambient Aerosol Mass Spectra
by Ulbrich, Ingrid Marie, Ph.D.  University of Colorado at Boulder. 2011: 322 pages; 3468492.
4.
The Nonnegative Matrix Factorization: Methods and Applications
by Landi, Amanda Kim, Ph.D.  North Carolina State University. 2015: 120 pages; 10586642.
5.
Effective source separation algorithm using NMF and sparse NMF for acoustic fall detection
by Wang, Yanlin, M.S.  University of Missouri - Columbia. 2014: 119 pages; 10180882.
6.
Parallelism and error reduction in a high performance environment
by Castaldo, Anthony M., Ph.D.  The University of Texas at San Antonio. 2010: 117 pages; 3433204.
7.
Integrating Exponential Dispersion Models to Latent Structures
by Basbug, Mehmet Emin, Ph.D.  Princeton University. 2017: 125 pages; 10254057.
8.
On filter bank and transform design with the lifting scheme
by Liu, Lijie, Ph.D.  The Johns Hopkins University. 2008: 170 pages; 3288611.
9.
Statistical models and optimization algorithms for high-dimensional computer vision problems
by Mitra, Kaushik, Ph.D.  University of Maryland, College Park. 2011: 155 pages; 3478970.
11.
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.
12.
Networks of mixture blocks for non parametric Bayesian models with applications
by Porteous, Ian, Ph.D.  University of California, Irvine. 2010: 123 pages; 3403449.
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Provably Efficient Algorithms for Numerical Tensor Algebra
by Solomonik, Edgar, Ph.D.  University of California, Berkeley. 2014: 256 pages; 3686016.
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Matroids and Convex Geometry in Combinatorics and Algebra
by Gotti, Felix, Ph.D.  University of California, Berkeley. 2019: 153 pages; 13883125.
17.
Geometric approach to prediction and periodic systems
by Bhosri, Wisuwat, Ph.D.  Purdue University. 2008: 340 pages; 3418707.
18.
Generalized factorization in commutative rings with zero-divisors
by Mooney, Christopher Park, Ph.D.  The University of Iowa. 2013: 125 pages; 3595128.
19.
Prediction and recommendation in online media
by Yin, Dawei, Ph.D.  Lehigh University. 2013: 256 pages; 3598939.
20.
Computational Methods for Dynamics and Mobility Analysis of Multiloop Mechanisms and Robotic Systems
by Wehage, Kristopher, Ph.D.  University of California, Davis. 2017: 277 pages; 10256858.
22.
Near-field microwave microscopy and multivariate analysis of XRD data
by Long, Christian, Ph.D.  University of Maryland, College Park. 2011: 158 pages; 3479056.
23.
Studying Low Complexity Structures in Bioinformatics Data Analysis of Biological and Biomedical Data
by Causey, Jason L., Ph.D.  University of Arkansas at Little Rock. 2017: 100 pages; 10750808.
24.
Factorization of polynomials modulo a prime
by Pham, Autumn Thu, M.S.  California State University, Long Beach. 2012: 59 pages; 1517761.
25.
Message Passing Algorithms for Optimization
by Ruozzi, Nicholas Robert, Ph.D.  Yale University. 2011: 119 pages; 3497010.
26.
Factorization in unitary loop groups and reduced words in affine Weyl groups
by Pittman-Polletta, Benjamin, Ph.D.  The University of Arizona. 2010: 175 pages; 3433089.
29.
Public-key cryptography security-based analysis of the underlying intractable problems
by Al Khulaif, Husain H., M.S.  University of Colorado at Denver. 2013: 143 pages; 1549537.
30.
Modeling ice streams
by Sargent, Aitbala, Ph.D.  The University of Maine. 2009: 145 pages; 3364696.
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