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Sparse approximation
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41	Asia Pacific Mathematics Newsletter 1 Compressive Applications CompressiveSensing Add to Reading List Source URL: www.asiapacific-mathnews.com Language: English - Date: 2012-05-08 21:52:37 Signal processing Linear algebra Matching pursuit Digital signal processing Compressed sensing Sparse approximation Discrete Fourier transform Matrix Rank Algebra Mathematics Numerical linear algebra
42	Sparse solutions for linear prediction problems by Tyler Neylon A dissertation submitted in partial fulfillment of the requirements for the degree of Add to Reading List Source URL: www.cs.nyu.edu Language: English - Date: 2009-01-13 11:54:22 Mathematics Sparse matrix Preconditioner Algorithm Gaussian elimination Kernel Sparse approximation Algebra Numerical linear algebra Linear algebra
43	Accelerated Training for Matrix-norm Regularization: A Boosting Approach Xinhua Zhang∗, Yaoliang Yu and Dale Schuurmans Department of Computing Science, University of Alberta, Edmonton AB T6G 2E8, Canada {xinhua2,yaoli Add to Reading List Source URL: webdocs.cs.ualberta.ca Language: English - Date: 2012-11-10 01:59:53 Mathematical optimization Numerical linear algebra Convex optimization Operations research Singular value decomposition BFGS method Least squares Sparse approximation Vector space Algebra Mathematics Linear algebra
44	MITSUBISHI ELECTRIC RESEARCH LABORATORIES http://www.merl.com Greedy Sparsity-Constrained Optimization Bahmani, S.; Raj, B.; Boufounos, P.T. Add to Reading List Source URL: www.merl.com Language: English - Date: 2013-07-15 07:04:10 Econometrics Mathematical optimization Least squares Interior point method Linear regression Gradient descent Sparse approximation Orthant-wise limited-memory quasi-Newton Statistics Numerical analysis Regression analysis
45	1 Sparse Recovery Using Sparse Matrices Anna Gilbert, Piotr Indyk Abstract—We survey algorithms for sparse recovery problems that are based on sparse random matrices. Such matrices Add to Reading List Source URL: people.csail.mit.edu Language: English - Date: 2010-05-15 17:43:14 Numerical linear algebra Matrix theory Sparse matrix Matrix Sparse approximation Belief propagation Eigenvalues and eigenvectors Time complexity Algebra Mathematics Linear algebra
46	Sketching via Hashing: from Heavy Hitters to Compressive Sensing to Sparse Fourier Transform Piotr Indyk MIT Add to Reading List Source URL: people.csail.mit.edu Language: English - Date: 2013-06-27 14:27:22 Fourier analysis Digital signal processing Linear algebra Signal processing Transforms Fast Fourier transform Sparse approximation Compressed sensing Sparse matrix Mathematical analysis Mathematics Algebra
47	CUR from a Sparse Optimization Viewpoint Jacob Bien∗ Department of Statistics Stanford University Stanford, CA 94305 Add to Reading List Source URL: www.cs.yale.edu Language: English - Date: 2010-10-28 23:49:43 Numerical linear algebra Mathematical optimization Multivariate statistics Matrix theory Principal component analysis Sparse approximation Sparse matrix Singular value decomposition Matrix Algebra Mathematics Linear algebra
48	S PARSITY BASED R EGULARIZATION Francesca Odone and Lorenzo Rosasco RegML 2014 Regularization Methods for High Dimensional Learning Add to Reading List Source URL: lcsl.mit.edu Language: English - Date: 2014-07-02 13:40:18 Machine learning Regularization Mathematics Sparse approximation Analysis Dimensional regularization Quantum field theory Summability methods Mathematical analysis
49	Rapidly Computing Sparse Chebyshev and Legendre Coefficient Expansions via SFTs Mark Iwen Michigan State University October 18, 2014 Add to Reading List Source URL: groups.csail.mit.edu Language: English - Date: 2014-10-21 20:39:27 Approximation theory Numerical analysis Legendre polynomials Polynomials Spherical harmonics Chebyshev polynomials Ordinal number Mathematical analysis Mathematics Orthogonal polynomials
50	Greedy Algorithms for Sparse Reinforcement Learning Christopher Painter-Wakefield Ronald Parr Duke University, Durham NC Add to Reading List Source URL: www.cs.duke.edu Language: English - Date: 2012-05-22 14:26:52 Signal processing Mathematical optimization Regression analysis Multivariate statistics Matching pursuit Linear algebra Least-angle regression Sparse approximation Reinforcement learning Statistics Mathematics Applied mathematics

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