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Regularization
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211	Microsoft Word - ijita12-3.doc Add to Reading List Source URL: www.foibg.com Language: English - Date: 2015-02-02 08:42:07 Numerical linear algebra Regression analysis Matrix theory Estimation theory Tikhonov regularization Singular value decomposition Linear least squares Rank QR decomposition Algebra Mathematics Linear algebra
212	Package ‘lars’ February 20, 2015 Type Package Version 1.2 DateTitle Least Angle Regression, Lasso and Forward Stagewise Add to Reading List Source URL: cran.r-project.org Language: English - Date: 2015-02-19 18:14:06 Regression analysis Least-angle regression Lasso Least squares Residual sum of squares Vector space Regularization Bootstrapping Machine learning Statistics Algebra Mathematics
213	PDF Document Add to Reading List Source URL: www.statisticalinnovations.com Language: English - Date: 2013-04-17 11:18:38 Partial least squares regression XLSTAT Training set Standardized coefficient Cross-validation Validation Regularization Degrees of freedom Statistics Machine learning Regression analysis
214	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
215	Functional linear regression with functional response David Benatia Marine Carrasco Université de Montréal Add to Reading List Source URL: www.econ.ucsb.edu Language: English - Date: 2015-04-27 11:03:07 Economics Econometrics Mathematics Linear algebra Estimation theory Tikhonov regularization Covariance operator Least squares Instrumental variable Statistics Regression analysis Operator theory
216	CS231n Caffe Tutorial Outline ● Caffe walkthrough ● Finetuning example ○ With demo! Add to Reading List Source URL: vision.stanford.edu Language: English - Date: 2015-03-04 19:51:35 Data differencing Diff Pattern matching Regularization Communications protocol Computing Data Information
217	Copyright © 2012 by Statistical Innovations Inc. All rights reserved. Tutorial 4. Prediction with Near Infrared (NIR) Data Add to Reading List Source URL: statisticalinnovations.com Language: English - Date: 2013-04-17 11:18:38 Partial least squares regression XLSTAT Training set Standardized coefficient Cross-validation Validation Regularization Degrees of freedom Statistics Machine learning Regression analysis
218	16 IEEE TRANSACTIONS ON NEURAL NETWORKS, VOL. 15, NO. 1, JANUARY 2004 The Generalized LASSO Volker Roth Add to Reading List Source URL: cs-wwwarchiv.cs.unibas.ch Language: English - Date: 2009-09-16 12:22:16 Supervised learning Support vector machine Relevance vector machine Regularization Iteratively reweighted least squares Generalized linear model Linear least squares Ordinary least squares Linear regression Statistics Regression analysis Least squares
219	Symmetric Non-Rigid Image Registration via an Adaptive Quasi-Volume-Preserving Constraint Add to Reading List Source URL: nmr.mgh.harvard.edu Language: English - Date: 2013-01-16 10:29:53 Computer vision Quantum field theory Summability methods Estimation theory Image registration Symmetry Regularization Asymmetry Homogeneous polynomial Algebra Mathematics Mathematical analysis
220	Christian Igel Machine Learning: Kernel-based Methods Lecture Notes Version 0.2.8 Add to Reading List Source URL: www.escience.ku.dk Language: English - Date: 2012-01-18 04:11:17 Supervised learning Support vector machine Linear classifier Pattern recognition Kernel methods Statistical classification Regularization Training set Book:Machine Learning - The Complete Guide Machine learning Statistics Artificial intelligence

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