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Regularization
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481	II JIPE ON A NUMERICAL SCHEME FOR THE REAL TIME ESTIMATION OF VOLATILITIES Shigeyoshi Ogawa Ritsumeikan University - Japan. Add to Reading List Source URL: jornada.pucp.edu.pe Language: English - Date: 2013-11-11 10:32:09 Quantum field theory Regularization
482	Adaptive Regularization for Weight Matrices Koby Crammer Department of Electrical Engineering, Technion, Haifa 32000, Israel Gal Chechik The Gonda Brain Research Center, Bar Ilan University, and Google research Add to Reading List Source URL: icml.cc Language: English - Date: 2012-06-07 13:19:44 Matrix theory Singular value decomposition Matrices Data analysis Matrix Eigenvalues and eigenvectors Normal distribution Covariance matrix Eigenvalue algorithm Algebra Linear algebra Mathematics
483	Local-Aggregate Modeling for Big-Data via Distributed Optimization Yue Hu Genevera I. Allen Add to Reading List Source URL: srcos2014.blogs.rice.edu Language: English - Date: 2014-07-29 16:36:26 Actuarial science Generalized linear model Regularization Stability Mathematical optimization Constructible universe Mathematical sciences Regression analysis Statistics Mathematical analysis
484	Electronic Journal of Statistics Vol[removed]–695 ISSN: [removed]DOI: [removed]EJS218 Functional principal components Add to Reading List Source URL: www.stat.tamu.edu Language: English - Date: 2008-07-23 22:08:48 Linear algebra Data analysis Singular value decomposition Matrix theory Splines Smoothing spline Smoothing Principal component analysis Tikhonov regularization Algebra Mathematics Statistics
485	Complexity Analysis of the Lasso Regularization Path Add to Reading List Source URL: icml.cc Language: English - Date: 2012-06-07 13:19:58 Convex analysis Convex optimization Mathematical optimization Regularization Spectral theory of ordinary differential equations Mathematical analysis Mathematics Spectral theory
486	Efficient and Practical Stochastic Subgradient Descent for Nuclear Norm Regularization Haim Avron Satyen Kale Shiva Prasad Kasiviswanathan Add to Reading List Source URL: icml.cc Language: English - Date: 2012-06-07 13:20:32 Numerical linear algebra Singular value decomposition Functional analysis Matrix theory QR decomposition Rank Subgradient method Singular value Kernel Algebra Linear algebra Mathematics
487	A Dantzig Selector Approach to Temporal Difference Learning Matthieu Geist Sup´elec, IMS Research Group, Metz, France [removed] Add to Reading List Source URL: icml.cc Language: English - Date: 2012-06-07 13:20:38 Statistics Mathematical analysis Regularization Tikhonov regularization Learning Supervised learning Mathematical optimization Least squares Reinforcement learning Machine learning Mathematics Linear algebra
488	1 Covariance selection and estimation via penalised normal likelihood By JIANHUA Z. HUANG Department of Statistics, Texas A & M University, Add to Reading List Source URL: www.stat.tamu.edu Language: English - Date: 2005-10-28 19:38:35 Data analysis Algebra of random variables Probability theory Multivariate normal distribution Estimation of covariance matrices Normal distribution Tikhonov regularization Covariance Least squares Statistics Estimation theory Covariance and correlation
489	Two-way regularized SVD Two-way Regularized Matrix Decomposition Jianhua Huang Texas A&M University Add to Reading List Source URL: srcos2014.blogs.rice.edu Language: English - Date: 2014-08-01 09:58:15 Numerical linear algebra Functional analysis Matrix theory Singular value decomposition Regularization Dragunov sniper rifle Singular value Algebra Linear algebra Mathematics
490	Structured Variable Selection Using the Exclusive Lasso Frederick Campbell May 1, 2014 Many data sets consist of variables with an inherent group structure. The problem of group selection has been well studied, but in th Add to Reading List Source URL: srcos2014.blogs.rice.edu Language: English - Date: 2014-07-29 11:42:56 Econometrics Model selection Lasso Regression analysis Feature selection Nuclear magnetic resonance spectroscopy Nuclear magnetic resonance Elastic net regularization Least-angle regression Statistics Science Information

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