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Regularization
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#	Item
501	Microsoft Word - SVDPAP4.DOC Add to Reading List Source URL: solarscience.msfc.nasa.gov Language: English - Date: 2007-02-23 09:59:20 Fourier analysis Magnetostatics Partial differential equations Magnetic field Inverse problem Spherical harmonics Fourier transform Magnetogram Tikhonov regularization Physics Mathematical analysis Electromagnetism
502	Notation · {· · · } \|·\| Add to Reading List Source URL: www.amlbook.com Language: English - Date: 2014-07-09 00:45:50 Parametric statistics Estimation theory Machine learning Linear regression Regularization Degrees of freedom Hat matrix Statistics Regression analysis Econometrics
503	Contents Prefa e vii 1 The Learning Problem Add to Reading List Source URL: www.amlbook.com Language: English - Date: 2014-07-09 00:45:51 Econometrics Statistical classification Supervised learning Generalization error Regularization VC dimension Linear regression Errors and residuals in statistics Statistics Machine learning Regression analysis
504	Bilinear Text Regression and Applications Vasileios Lampos Department of Computer Science University College London Add to Reading List Source URL: www.lampos.net Language: English - Date: 2014-06-03 04:01:01 Parametric statistics Econometrics Least squares Linear regression Ordinary least squares Elastic net regularization Statistics Regression analysis Estimation theory
505	Index a tive learning, 181 denition, 12 Adaline, 35, 110 approximation, 27 versus generalization, 6268, 106 Add to Reading List Source URL: www.amlbook.com Language: English - Date: 2014-07-09 00:45:51 Machine learning Econometrics Parametric statistics Stability Supervised learning Generalization error Linear regression Regularization Ensemble learning Statistics Regression analysis Estimation theory
506	University of New Hampshire -‐ The Graduate School www.gradschool.unh.edu Department of Mathematics and Statistics www.math.unh.edu/ Add to Reading List Source URL: math.unh.edu Language: English - Date: 2012-05-09 10:44:55 Actuarial science Statistical methods Estimation theory Linear regression Generalized linear model Regularization Kriging Poisson regression Degrees of freedom Statistics Regression analysis Econometrics
507	Mathematical Challenge March 2014 Interior Point Algorithms for a Robust Regression OLSLasso Estimator References:  T. Kariya, H. Kurata[removed]Generalized Least Squares  H. Wang, G. Li, G. Jiang[removed]Robust Re Add to Reading List Source URL: www.swissquant.com Language: English - Date: 2014-03-05 09:43:56 Least squares Ordinary least squares Generalized least squares Robust regression Mathematical optimization Loss function Linear programming Elastic net regularization Nonlinear regression Statistics Regression analysis Linear regression
508	Nonparametric Estimation of Semiparametric Transformation Models Jean-Pierre FLORENS Senay SOKULLU Add to Reading List Source URL: www.efm.bris.ac.uk Language: English - Date: 2012-11-14 09:52:48 Statistical models Statistical theory Estimation theory Semiparametric model Linear regression Normal distribution Instrumental variable Tikhonov regularization Non-parametric statistics Statistics Econometrics Regression analysis
509	JOURNAL OF GEOPHYSICAL RESEARCH: SOLID EARTH, VOL. 118, 1–13, doi:[removed]jgrb.50326, 2013 Global seismic tomography with sparsity constraints: Comparison with smoothing and damping regularization Jean Charléty,1,2 S Add to Reading List Source URL: www.geoazur.fr Language: English - Date: 2013-09-20 12:08:46 Mathematical optimization Regression analysis Functional analysis Statistics Signal processing Wavelet Tikhonov regularization Inverse problem Least squares Mathematical analysis Mathematics Linear algebra
510	GAUSS-NEWTON APPROXIMATION TO BAYESIAN LEARNING F. Dan Foresee* and Martin T. Hagan** Lucent Technologies Oklahoma City, OK School of Electrical and Computer Engineering Add to Reading List Source URL: hagan.ecen.ceat.okstate.edu Language: English* - Date: 2008-01-23 11:12:53 Least squares Computational neuroscience Neural networks Supervised learning Regularization Levenberg–Marquardt algorithm Overfitting Isotope lists 73-96 Perceptron Statistics Machine learning Regression analysis

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