Tikhonov

Results: 110



#Item
81Machine learning / Abstract algebra / Statistical classification / Estimation theory / Regularization / Support vector machine / Supervised learning / Stability / Tikhonov regularization / Algebra / Mathematics / Linear algebra

Computer Science and Artificial Intelligence Laboratory Technical Report MIT-CSAIL-TR[removed]CBCL-296 January 24, 2011

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Source URL: cbcl.mit.edu

Language: English - Date: 2011-05-07 15:23:18
82Estimation theory / Econometrics / Measurement / Linear least squares / Residual sum of squares / Errors and residuals in statistics / Tikhonov regularization / Degrees of freedom / Periodogram / Statistics / Regression analysis / Least squares

Parameter Selection for Constrained Solutions to Ill-Posed Problems Bert W. Rust Reprinted from the CD Rust, B. W[removed]) “Parameter Selection for Constrained Solutions to Ill-Posed Problems,” Computing Science and S

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Source URL: math.nist.gov

Language: English - Date: 2005-04-06 15:12:38
83Regression analysis / Confidence region / Statistical inference / Ellipsoid / Multivariate normal distribution / Variance / Tikhonov regularization / Covariance / Normal distribution / Statistics / Estimation theory / Linear algebra

1985 Society for Industrial and Applied Mathematics 012 SIAM J. Scl. STAT. COMPUT. Vol. 6, No. 3, July 1985

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Source URL: math.nist.gov

Language: English - Date: 2014-05-30 15:23:38
84Regression analysis / Estimation theory / Linear algebra / Least squares / Parametric statistics / Tikhonov regularization / Variance / Singular value decomposition / Normal distribution / Statistics / Algebra / Mathematics

Residual periodograms for regularization

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Source URL: math.nist.gov

Language: English - Date: 2009-09-28 14:05:32
85Numerical integration / Linear algebra / Estimation theory / Adaptive quadrature / Mathematical optimization / Gaussian quadrature / BFGS method / Hessian matrix / Tikhonov regularization / Mathematical analysis / Mathematics / Calculus

Adaptive change of basis in entropy-based moment closures for linear kinetic equations Graham W. Alldredge a,1,3,∗

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Source URL: www.ece.umd.edu

Language: English - Date: 2013-08-27 17:45:06
86Multivariate normal distribution / Tikhonov regularization / Support vector machine / Control theory / Kalman filter / Statistics / Estimation theory / Normal distribution

Multi-Task Learning of Gaussian Graphical Models Jean Honorio Dimitris Samaras Stony Brook University, Stony Brook, NY 11794, USA

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Source URL: www.icml2010.org

Language: English - Date: 2010-06-13 09:06:44
87Regression analysis / Numerical linear algebra / Mathematical optimization / Least squares / Singular value decomposition / Tikhonov regularization / Degrees of freedom / Matrix / Rank / Algebra / Mathematics / Linear algebra

A Least Squares Formulation for Canonical Correlation Analysis Liang Sun [removed] Shuiwang Ji [removed]

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Source URL: www.machinelearning.org

Language: English - Date: 2008-05-10 17:33:10
88Regression analysis / Statistical classification / Hyperparameter / Sensitivity analysis / Supervised learning / Tikhonov regularization / Least squares / Support vector machine / Regularization / Statistics / Bayesian statistics / Machine learning

A majorization-minimization algorithm for (multiple) hyperparameter learning Chuan-Sheng Foo Institute for Infocomm Research, 1 Fusionopolis Way, Singapore[removed], Singapore Chuong B. Do

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Source URL: www.machinelearning.org

Language: English - Date: 2009-05-18 12:17:30
89Eigenvalues and eigenvectors / Tikhonov regularization / Regularization / Heat equation / Vector space / Graph partition / Support vector machine / Normal distribution / Hilbert space / Algebra / Mathematics / Linear algebra

Implementing Regularization Implicitly Via Approximate Eigenvector Computation Michael W. Mahoney [removed] Department of Mathematics, Stanford University, Stanford, CA 94305

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Source URL: www.icml-2011.org

Language: English - Date: 2011-06-01 14:49:32
90Linear algebra / Data analysis / Singular value decomposition / Matrix theory / Splines / Smoothing spline / Smoothing / Principal component analysis / Tikhonov regularization / Algebra / Mathematics / Statistics

Electronic Journal of Statistics Vol[removed]–695 ISSN: [removed]DOI: [removed]EJS218 Functional principal components

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Source URL: www.stat.tamu.edu

Language: English - Date: 2008-07-23 22:08:48
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