Regularized least squares

Results: 33



#Item
11Mathematical analysis / Global illumination / Precomputed Radiance Transfer / Illumination / Spherical harmonics / Light field / Shading / Rendering / Light-emitting diode / 3D computer graphics / Computer graphics / Optics

Sparse Representation of Cast Shadows via `1 -Regularized Least Squares Xue Mei Haibin Ling David W. Jacobs

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Source URL: www.dabi.temple.edu

Language: English - Date: 2009-07-03 11:18:29
12Regularization / Elastic net regularization / Logistic regression / Tikhonov regularization / Stepwise regression / Feature selection / Multicollinearity / Spurious relationship / Multinomial logit / Statistics / Regression analysis / Least squares

Discovering Predictors of Mental Health Service Utilization with k-support Regularized Logistic Regression Hakim Sidahmed, Elena Prokofyeva, Matthew Blaschko To cite this version:

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Source URL: hal.inria.fr

Language: English - Date: 2015-04-07 14:47:10
13Econometrics / Least squares / Parametric statistics / Regularization / Linear regression / Tikhonov regularization / Elastic net regularization / Mean squared error / Maximum likelihood / Statistics / Estimation theory / Regression analysis

Regularized Regression David M. Blei Columbia University December 3, 2014 Modern regression problems are high dimensional, which means that the number of covariates p is large. In practice statisticians regularize their

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Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:19
14Least squares / Least-angle regression / Statistics / Mathematics / Economics / Mathematical optimization / Linear algebra / Linear complementarity problem

Linear Complementarity for Regularized Policy Evaluation and Improvement Jeff Johns Christopher Painter-Wakefield

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Source URL: www.cs.duke.edu

Language: English - Date: 2010-11-05 18:38:26
15Gaussian function / Signal processing / Image processing / Nonparametric regression / Least squares / Reinforcement learning / Kernel density estimation / Smoothing / K-nearest neighbor algorithm / Statistics / Regression analysis / Non-parametric statistics

Value Function Approximation in Noisy Environments Using Locally Smoothed Regularized Approximate Linear Programs Gavin Taylor Department of Computer Science United States Naval Academy

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Source URL: www.cs.duke.edu

Language: English - Date: 2012-06-25 15:53:46
16Non-parametric statistics / Geostatistics / Actuarial science / Kernel density estimation / Kernel regression / Gaussian function / Kriging / Kernel methods / Reproducing kernel Hilbert space / Statistics / Regression analysis / Econometrics

Political Analysis Advance Access published October 10, 2013 Political Analysis[removed]pp. 1–26 doi:[removed]pan/mpt019 Kernel Regularized Least Squares: Reducing Misspecification

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Source URL: web.stanford.edu

Language: English - Date: 2013-10-15 15:34:27
17Regression analysis / Least squares / Mathematical optimization / Vector space / Algebra / Mathematics / Linear algebra

Technical Report CS[removed]L1 Regularized Linear Temporal Difference Learning Christopher Painter-Wakefield and Ronald Parr Department of Computer Science Duke University

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Source URL: www.cs.duke.edu

Language: English - Date: 2012-03-21 16:50:20
18Statistical classification / Regression analysis / Linear algebra / Support vector machines / Regularization / Least squares support vector machine / Tikhonov regularization / Pattern recognition / Recursive least squares filter / Statistics / Machine learning / Algebra

Fast n-Fold Cross-Validation for Regularized Least-Squares Tapio Pahikkala? Jorma Boberg? Tapio Salakoski? ?

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Source URL: www.stes.fi

Language: English - Date: 2006-10-19 04:44:00
19Statistical classification / Mathematical optimization / Least squares / Multinomial logit / Linear classifier / Stability / Supervised learning / Iteratively reweighted least squares / Support vector machine / Statistics / Regression analysis / Econometrics

Journal of Machine Learning Research[removed]Submitted 8; Published 8 A Fast Hybrid Algorithm for Large Scale ℓ1 -Regularized Logistic Regression

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Source URL: liinc.bme.columbia.edu

Language: English - Date: 2012-07-23 20:03:39
20Matrix theory / Filter theory / Linear algebra / Matrix / Least mean squares filter / Singular value decomposition / Algebra / Mathematics / Digital signal processing

Variable Step-Size Affine Projection Algorithm with a Weighted and Regularized Projection Matrix Tao Dai School of Information Technology and Engineering (SITE), University of Ottawa, Canada

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Source URL: www.sce.carleton.ca

Language: English - Date: 2007-10-03 17:34:53
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