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Elastic net regularization
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1	JSS Journal of Statistical Software MMMMMM YYYY, Volume VV, Issue II. http://www.jstatsoft.org/ Add to Reading List Source URL: www2.imm.dtu.dk Language: English - Date: 2012-03-16 04:43:46 Statistics Regression analysis Estimation theory Parametric statistics Statistical methods Least squares Linear regression Ordinary least squares Elastic net regularization Least-angle regression Lasso Feature selection
2	arXiv:submitcs.LG] 22 MayEfficient Elastic Net Regularization for Sparse Linear Models Zachary C. Lipton Add to Reading List Source URL: zacklipton.com Language: English - Date: 2015-05-21 21:27:59 Statistics Regression analysis Convex optimization Computational statistics Elastic net regularization Stochastic gradient descent Lasso
3	Scaling SVM and Least Absolute Deviations via Exact Data Reduction Add to Reading List Source URL: peterwonka.net Language: English - Date: 2014-10-11 17:13:54 Statistical classification Statistical theory Econometrics Regression analysis Support vector machine Loss function Elastic net regularization
4	arXiv:1505.06449v3 [cs.LG] 2 JulEfficient Elastic Net Regularization for Sparse Linear Models Zachary C. Lipton Add to Reading List Source URL: arxiv.org Language: English - Date: 2015-07-05 21:17:28
5	J. R. Statist. Soc. B, Part 2, pp. 301–320 Regularization and variable selection via the elastic net Hui Zou and Trevor Hastie Add to Reading List Source URL: web.stanford.edu Language: English - Date: 2005-04-11 14:19:54
6	J. R. Statist. Soc. B, Part 2, pp. 301–320 Regularization and variable selection via the elastic net Hui Zou and Trevor Hastie Add to Reading List Source URL: web.stanford.edu Language: English - Date: 2005-04-11 14:19:54
7	Rejoinder: One-step sparse estimates in nonconcave penalized likelihood models Add to Reading List Source URL: www.personal.psu.edu Language: English - Date: 2008-07-18 23:29:17 Statistical theory Econometrics Decision theory Elastic net regularization Least squares Tikhonov regularization Least-angle regression Expectation–maximization algorithm Lasso Statistics Estimation theory Regression analysis
8	42 In praise of sparsity and convexity Robert J. Tibshirani Department of Statistics, Stanford, CA To celebrate the 50th anniversary of COPSS, I discuss some examples of exciting developments of sparsity and convexity, Add to Reading List Source URL: statweb.stanford.edu Language: English - Date: 2013-12-13 12:42:42 Least-angle regression Elastic net regularization Least squares Regularization Stepwise regression Compressed sensing Tikhonov regularization Degrees of freedom Additive model Statistics Regression analysis Linear regression
9	Fast Sparse Regression and Classification Jerome H. Friedman Stanford University Keywords: Regression, classification, regularization, sparsity, variable selection, bridge–regression, lasso, Add to Reading List Source URL: math.agrocampus-ouest.fr Language: English - Date: 2011-12-19 09:49:53 Mathematical optimization Econometrics Regularization Elastic net regularization Statistics Regression analysis Machine learning
10	PDF Document Add to Reading List Source URL: math.agrocampus-ouest.fr Language: English - Date: 2011-12-19 09:51:24 Robert Tibshirani Regularization Machine learning Linear regression Tikhonov regularization Logistic regression Generalized linear model LogitBoost Additive model Statistics Regression analysis Elastic net regularization

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