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Regularization
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271	K ERNELS , D ICTIONARY AND 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: 2014-06-30 18:00:14 Mathematical analysis Quantum field theory Summability methods Machine learning Regularization Tikhonov regularization Hilbert space Linear algebra Physics Mathematics
272	R EGULARIZATION VIA S PECTRAL F ILTERING 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: 2014-06-30 18:30:12 Estimation theory Linear algebra Quantum field theory Regularization Tikhonov regularization Analysis Stability Well-posed problem Mathematical analysis Mathematics Inverse problems
273	Inverse Problems in Space Physics Bernd Inhester, May 2002 The program Part I: Examples Image deblurring Add to Reading List Source URL: star.mpae.gwdg.de Language: English - Date: 2004-10-28 04:36:17 Latin alphabets Character encoding Estimation theory Tikhonov regularization Singular value decomposition Latin-derived alphabet World glyph set Algebra Mathematics Linear algebra
274	Regularized Laplacian Estimation and Fast Eigenvector Approximation Patrick O. Perry Information, Operations, and Management Sciences NYU Stern School of Business Add to Reading List Source URL: www.cs.yale.edu Language: English - Date: 2012-08-14 01:08:22 Linear algebra Matrix theory Differential operators Algebraic graph theory Laplacian matrix matrices Laplace operator Eigenvalues and eigenvectors Tikhonov regularization Algebra Mathematics Mathematical analysis
275	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
276	Sample-based Approximate Regularization Philip Bachman1 Amir-massoud Farahmand1,2 Doina Precup1 1 Add to Reading List Source URL: jmlr.org Language: English - Date: 2015-02-01 17:03:25 Generalized functions Summability methods Functional analysis Normal distribution Least squares Regularization Distribution Derivative Interpretation Mathematical analysis Mathematics Quantum field theory
277	R EGULARIZED L EAST S QUARES AND S UPPORT V ECTOR M ACHINES Francesca Odone and Lorenzo Rosasco RegML 2014 Add to Reading List Source URL: lcsl.mit.edu Language: English - Date: 2014-06-30 18:00:14 Summability methods Mathematical analysis Mathematics Machine learning Support vector machine Regularization Tikhonov regularization Least squares support vector machine Statistics Statistical classification Quantum field theory
278	Approximate Computation and Implicit Regularization for Very Large-scale Data Analysis Michael W. Mahoney Department of Mathematics Stanford University Stanford, CA 94305 Add to Reading List Source URL: www.cs.yale.edu Language: English - Date: 2012-05-21 20:27:46 Linear algebra NP-complete problems Matrix theory Computational complexity theory Graph partition Approximation algorithm Algorithm Graph theory Eigenvalues and eigenvectors Mathematics Algebra Theoretical computer science
279	M ODEL S ELECTION AND R EGULARIZATION PARAMETER C HOICE R EGULARIZATION M ETHODS FOR H IGH D IMENSIONAL L EARNING Francesca Odone and Lorenzo Rosasco - Add to Reading List Source URL: lcsl.mit.edu Language: English - Date: 2014-07-02 03:10:16 Statistical classification Mathematics Summability methods Learning Regularization Tikhonov regularization Support vector machine Generalization error Solid modeling Statistics Machine learning Quantum field theory
280	A Randomized Algorithm for CCA Nikos Karampatziakis Microsoft CISL Add to Reading List Source URL: arxiv.org Language: English - Date: 2014-11-13 20:43:15 Linear algebra Multivariate statistics Matrix theory Functional analysis Singular value decomposition Randomized algorithm Tikhonov regularization Algorithm Power iteration Algebra Mathematics Numerical linear algebra

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