Singular value

Results: 1733



#Item
21Algebra / Mathematics / Multivariate statistics / Numerical analysis / Numerical linear algebra / Iterative methods / Dimension reduction / Principal component analysis / Singular value decomposition / Stochastic optimization / Nonlinear dimensionality reduction / Sparse dictionary learning

I will discuss recent work on randomized algorithms for low-rank approximation and principal component analysis (PCA). The talk will focus on efforts that move beyond the extremely fast, but relatively crude approximatio

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Source URL: mmds-data.org

Language: English - Date: 2016-06-23 15:50:48
22Algebra / Linear algebra / Mathematics / Numerical linear algebra / Sparse matrices / Matrix theory / Matrices / Singular value decomposition / Bidiagonalization / Bidiagonal matrix / QR algorithm / Orthogonal matrix

Computing the Complete CS Decomposition Brian D. Sutton∗ May 20, 2008 Abstract An algorithm for computing the complete CS decomposition of a partitioned unitary matrix is developed. Although the existence of the CS dec

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Source URL: faculty.rmc.edu

Language: English - Date: 2008-05-20 14:06:05
23Graph theory / Mathematics / Multilinear algebra / Tensors / Matroid theory / Multivariate statistics / Higher-order singular value decomposition / Ear decomposition / Graph / Line graph / Non-negative matrix factorization / Bridge

Distributed Community Detection on Edge-labeled Graphs using Spark San-Chuan Hung Miguel Araujo

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Source URL: www.mlgworkshop.org

Language: English - Date: 2016-08-14 01:22:56
24Algebra / Mathematics / Linear algebra / Matrices / Stereophotogrammetry / Matrix theory / Fundamental matrix / Eight-point algorithm / Essential matrix / Epipolar geometry / Singular value decomposition / Matrix

Computer Vision Exercise Session 2 Institute of Visual Computing

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Source URL: www.cvg.ethz.ch

Language: English - Date: 2015-10-06 15:10:50
25Algebra / Linear algebra / Mathematics / Matrices / Matrix theory / Numerical linear algebra / Mathematical physics / Eigenvalues and eigenvectors / Principal component analysis / Orthogonal matrix / Singular value decomposition / Diagonalizable matrix

CS168: The Modern Algorithmic Toolbox Lecture #8: How PCA Works Tim Roughgarden & Gregory Valiant∗ April 20,

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Source URL: theory.stanford.edu

Language: English - Date: 2016-06-04 09:49:44
26Algebra / Mathematics / Government / Committees of the United States Congress / United States House of Representatives / United States congressional committee / Singular value decomposition / Dennis Hastert / 108th United States Congress / Standing committee / 107th United States Congress / United States House Committee on Rules

A network analysis of committees in the U.S. House of Representatives Mason A. Porter*†‡, Peter J. Mucha*, M. E. J. Newman§, and Casey M. Warmbrand¶ *School of Mathematics, Georgia Institute of Technology, Atlanta,

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Source URL: www-personal.umich.edu

Language: English - Date: 2005-05-16 22:04:47
27Algebra / Mathematics / Abstract algebra / Eigenvalues and eigenvectors / Linear algebra / Matrix theory / Singular value decomposition / Principal component analysis

Appendix A: Face subclasses In Fig. 3, we showed an example of features versus context. In that example, we illustrated the idea with the class “eyes.” In Fig. S1 we show the subclasses for the class “face” and t

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Source URL: www2.ece.ohio-state.edu

Language: English - Date: 2010-02-11 05:58:43
28Algebra / Mathematics / Tensors / Binary operations / Multilinear algebra / Linear algebra / Tensor / Symmetric tensor / Segre embedding / Rank / Higher-order singular value decomposition

GEOMETRY OF FEASIBLE SPACES OF TENSORS A Dissertation by YANG QI

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Source URL: www.math.tamu.edu

Language: English - Date: 2013-07-24 16:18:51
29Algebra / Mathematics / Global illumination algorithms / Light field / Optics / Shading / Tone mapping / Singular value decomposition / Rendering / Global illumination / Computer graphics / JPEG

Lighting Sensitive Display SHREE K. NAYAR Columbia University, New York PETER N. BELHUMEUR Columbia University, New York and

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Source URL: www.vast.uccs.edu

Language: English - Date: 2004-06-08 11:54:04
30Algebra / Linear algebra / Mathematics / Matrices / Matrix theory / Functional analysis / Numerical linear algebra / Singular value decomposition / Matrix / Invertible matrix / Rank / Condition number

BIT 39(1), pp. 143–151, 1999 ILL-CONDITIONEDNESS NEEDS NOT BE COMPONENTWISE NEAR TO ILL-POSEDNESS FOR LEAST SQUARES PROBLEMS SIEGFRIED M. RUMP∗ Abstract. The condition number of a problem measures the sensitivity of

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Source URL: www.ti3.tu-harburg.de

Language: English - Date: 2005-11-23 05:51:43
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