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Least squares support vector machine
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11	Summary of the DREAM8 Parameter Estimation Challenge: Toward Parameter Identification for Whole-Cell Models Add to Reading List Source URL: covert.stanford.edu Language: English - Date: 2015-10-29 14:40:47 Bioinformatics Data Information Statistics Least squares Systems biology Support vector machine Parameter Prediction
12	Feature Clustering for Accelerating Parallel Coordinate Descent Chad Scherrer Independent Consultant Yakima, WA Add to Reading List Source URL: dept.stat.lsa.umich.edu Language: English - Date: 2013-01-18 21:24:37 Mathematics Numerical analysis Algebra Statistical classification Data mining Linear algebra Greedy algorithm Matroid theory Support vector machine Cluster analysis Algorithm Regularized least squares
13	Sparse Online Learning via Truncated Gradient John Langford Yahoo! Research Add to Reading List Source URL: hunch.net Language: English - Date: 2009-01-11 09:13:59 Machine learning Computational statistics Convex optimization Mathematical optimization Statistical classification Support vector machine Stochastic gradient descent Lasso Vowpal Wabbit Least squares Artificial neural network Gradient descent
14	Combining Multi-class SVMs with Linear Ensemble Methods that Estimate the Class Posterior Probabilities Yann Guermeur LORIA-CNRS Campus Scientique, BP 239 Add to Reading List Source URL: www.loria.fr Language: English - Date: 2013-06-20 15:49:31 Statistics Statistical classification Functions and mappings Support vector machine Convex optimization Function Convex function Locally convex topological vector space Least squares support vector machine Convex analysis Mathematical analysis Mathematics
15	JMLR: Workshop and Conference Proceedings 29:62–71, 2013 ACML 2013 Polynomial Runtime Bounds for Fixed-Rank Unsupervised Least-Squares Classification Add to Reading List Source URL: jmlr.org Language: English - Date: 2013-11-13 22:34:45 Operations research Linear algebra Statistical classification Abstract algebra Mathematical optimization Support vector machine Positive-definite matrix Least squares support vector machine Matrix Algebra Statistics Mathematics
16	Radius-Margin Bound on the Leave-One-Out Error of the LLW-M-SVM Yann Guermeur1 , Emmanuel Monfrini2 1 2 Add to Reading List Source URL: www.loria.fr Language: English - Date: 2010-10-15 14:03:31 Mathematical analysis Statistical classification Hilbert space Linear algebra Support vector machine Reproducing kernel Hilbert space Inner product space Positive-definite kernel Least squares support vector machine Algebra Operator theory Mathematics
17	Journal of Machine Learning Research2296 Submitted 5/10; Revised 3/11; Published 7/11 MSVMpack: A Multi-Class Support Vector Machine Package Fabien Lauer Add to Reading List Source URL: jmlr.csail.mit.edu Language: English - Date: 2011-07-11 12:48:17 Support vector machines Least squares support vector machine Machine learning Statistics Statistical classification
18	Parallel Large Scale Feature Selection for Logistic Regression Sameer Singh, University of Massachusetts Amherst MA 01003 Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2009-01-28 18:57:39 Feature selection Logistic regression Random forest Stepwise regression Mathematical optimization Support vector machine Algorithm Statistics Regression analysis Iteratively reweighted least squares
19	Kernelizing Linear Classifiers Jason D. M. Rennie December 6, 2003 Abstract It’s common knowledge that the Support Vector Machine (SVM) can Add to Reading List Source URL: people.csail.mit.edu Language: English - Date: 2003-12-07 18:56:34 Statistical classification Regression analysis Vectors Support vector machine Least squares Vector space Linear classifier Structured SVM Statistics Algebra Mathematics

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