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Functional decomposition
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141	Linear Subspaces - Geometry No Invariants, so Capture Variation • Each image = a pt. in a high-dimensional space. Add to Reading List Source URL: www.cs.umd.edu Language: English - Date: 2009-02-12 17:01:46 Functional analysis Projection Principal component analysis Linear subspace Rayleigh quotient Singular value decomposition Vector space Algebra Mathematics Linear algebra
142	Linear Fitting with Missing Data for Structure-from-Motion∗ David W. Jacobs NEC Research Institute 4 Independence Way Princeton, NJ 08540, USA Add to Reading List Source URL: www.cs.umd.edu Language: English - Date: 2003-07-29 10:21:05 Numerical linear algebra Matrix theory Functional analysis Singular value decomposition Matrix Rank Multivariate statistics Tomasi–Kanade factorization 3D Reconstruction from multiple images Algebra Mathematics Linear algebra
143	Bypassing Synthesis: PLS for Face Recognition with Pose, Low-Resolution and Sketch Abhishek Sharma Institute of Advanced Computer Science University of Maryland, USA Add to Reading List Source URL: www.cs.umd.edu Language: English - Date: 2011-05-24 13:26:39 Singular value decomposition Functional analysis Matrix theory Abstract algebra Partial least squares regression Eigenface Projection Eigenvalues and eigenvectors Kernel Algebra Mathematics Linear algebra
144	Face Recognition Using Laplacianfaces Xiaofei He†, Shuicheng Yan‡, Yuxiao Hu, Partha Niyogi†, Hong-Jiang Zhang Department of Computer Science, The University of Chicago, 1100 E. 58th Street, Chicago, IL 60637 † Add to Reading List Source URL: people.cs.uchicago.edu Language: English - Date: 2004-04-29 16:17:30 Multivariate statistics Linear algebra Singular value decomposition Matrix theory Functional analysis Linear discriminant analysis Principal component analysis Eigenvalues and eigenvectors Trace Algebra Statistics Mathematics
145	Robust learning of low-dimensional dynamics from large neural ensembles David Pfau Eftychios A. Pnevmatikakis Add to Reading List Source URL: www.stat.columbia.edu Language: English - Date: 2013-12-04 14:35:43 Matrix theory Functional analysis Singular value decomposition Convex analysis Convex optimization Principal component analysis Eigenvalues and eigenvectors Differential equation Projection Algebra Linear algebra Mathematics
146	Weighted Decomposition Kernels Sauro Menchetti menchett@dsi· unifi· it Fabrizio Costa costa@dsi· unifi· it Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2008-12-01 11:15:13 Statistical classification Linear algebra Operator theory Gaussian function Functional analysis Kernel String kernel Positive-definite kernel Linux kernel Mathematics Algebra Statistics
147	Microsoft PowerPoint - Martin_ApproxKPCA_Poster.ppt Add to Reading List Source URL: www.sandia.gov Language: English - Date: 2013-12-09 16:30:34 Functional analysis Multivariate statistics Singular value decomposition Data analysis Principal component analysis Kernel principal component analysis Support vector machine Orthonormality Orthonormal basis Algebra Mathematics Linear algebra
148	Functional dynamic factor models with application to yield curve forecasting Add to Reading List Source URL: www.unc.edu Language: English - Date: 2012-09-28 09:25:42 Multivariate statistics Data analysis Fixed income market Yield curve Factor analysis Maximum likelihood Ordinary least squares Least squares Singular value decomposition Statistics Estimation theory Regression analysis
149	The Analysis of Two-Way Functional Data Using Two-Way Regularized Singular Value Decompositions Jianhua Z. Huang, Haipeng Shen and Andreas Buja Abstract Two-way functional data consist of a data matrix whose row and colu Add to Reading List Source URL: www.stat.tamu.edu Language: English - Date: 2009-11-20 00:14:18 Numerical linear algebra Singular value decomposition Functional analysis Matrix theory Principal component analysis Kernel Projection Smoothing spline Two-dimensional singular value decomposition Algebra Linear algebra Mathematics
150	Electronic Journal of Statistics Vol[removed]–695 ISSN: [removed]DOI: [removed]EJS218 Functional principal components Add to Reading List Source URL: www.stat.tamu.edu Language: English - Date: 2008-07-23 22:08:48 Linear algebra Data analysis Singular value decomposition Matrix theory Splines Smoothing spline Smoothing Principal component analysis Tikhonov regularization Algebra Mathematics Statistics

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