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Regularization
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#	Item
401	Journal of Machine Learning Research[removed]–1415 Submitted 3/04; Published[removed]The Entire Regularization Path for the Support Vector Machine Trevor Hastie Add to Reading List Source URL: www.jmlr.org Language: English - Date: 2004-10-20 09:34:00 Statistical classification Support vector machine
402	Fast Optimization Methods for L1 Regularization: A Comparative Study and Two New Approaches Suplemental Material Mark Schmidt 1 , Glenn Fung2 , Romer Rosales2 1 Add to Reading List Source URL: pages.cs.wisc.edu Language: English - Date: 2007-05-14 04:52:27 Group theory Linear algebra Vector space Vectors Isotope lists 73-96 Algebra Mathematics Mathematical analysis
403	Regularization and Variable Selection for Parametric Models (4) February 8, 2012 > library(lpSolve) > library(lqa) Add to Reading List Source URL: cran.r-project.org Language: English - Date: 2014-11-11 11:39:44 Biology Machine learning Regularization Low-density lipoprotein
404	Regularization and Variable Selection for Parametric Models (2) February 8, 2012 > source("glmOSCAR_101028.r") > Add to Reading List Source URL: cran.r-project.org Language: English - Date: 2014-11-11 11:39:44
405	Center to Limb Variations in Time-distance Measurements and Deep Meridional Flow Shukur Kholikov National Solar Observatory, Tucson, AZ Add to Reading List Source URL: www.nso.edu Language: English - Date: 2013-05-10 02:36:02 Oil wells Wavelet Annulus Regularization Io Sun Sasha Physics Petroleum Astronomy
406	Package ‘svmpath’ July 2, 2014 Title svmpath: the SVM Path algorithm Date[removed]Version[removed]Author Trevor Hastie Add to Reading List Source URL: cran.r-project.org Language: English - Date: 2014-07-02 16:40:44 Statistical classification Support vector machine Matrix Function Regularization Regression analysis Statistics Mathematics Machine learning
407	Regularization and Variable Selection for Parametric Models (1) February 8, 2012 > > Add to Reading List Source URL: cran.r-project.org Language: English - Date: 2014-11-11 11:39:44 Elastic net regularization Regression analysis Regularization
408	Efficient Numerical Methods for Least-Norm Regularization D.C. S ORENSEN∗ M. ROJAS† March 17, 2010 Add to Reading List Source URL: www.caam.rice.edu Language: English - Date: 2010-03-18 11:58:00 Matrix theory Abstract algebra Numerical linear algebra Mathematical physics Eigenvalues and eigenvectors Singular value decomposition Vector space Spectral theory of ordinary differential equations Algebra Linear algebra Mathematics
409	Submitted to the Annals of Statistics REGRESSION ON MANIFOLDS: ESTIMATION OF THE EXTERIOR DERIVATIVE∗ By Anil Aswani† , Peter Bickel and Claire Tomlin University of California, Berkeley Add to Reading List Source URL: www.stat.berkeley.edu Language: English - Date: 2010-04-21 23:34:26 Differentiable manifold Elastic net regularization Ordinary least squares Polynomial regression Manifold Nonparametric regression Least squares Partial least squares regression Tangent space Statistics Regression analysis Linear regression
410	C:/Documents and Settings/Alex/My Documents/Princeton/papers/aistats2010_pen/aistats_pen_v11.dvi Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2010-08-18 22:20:54 Parametric statistics Econometrics Linear regression Elastic net regularization Ordinary least squares Statistics Regression analysis Estimation theory

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