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Positive-definite kernel
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#	Item
51	A Course in Machine Learning Hal Daumé III 9 \| K ERNEL M ETHODS Add to Reading List Source URL: ciml.info Language: English - Date: 2014-09-24 16:08:31 Vectors Kernel trick Perceptron Function Vector space Support vector machine Positive-definite kernel Golden ratio base Pullback Algebra Mathematics Operator theory
52	Forecasting of building settlements due to earthquake liquefaction based on LSSVM with mixed kernel Fei Wang* Institute of Earthquake Resistance and Disaster Reduction, Beijing University of Technology, Beijing, C Add to Reading List Source URL: www.ejge.com Language: English - Date: 2015-01-01 12:00:01 Statistical classification Support vector machines Least squares support vector machine Stability Vector space Positive-definite kernel Algebra Statistics Mathematics
53	From Region Similarity to Category Discovery Carolina Galleguillos† Brian McFee† Serge Belongie† Gert Lanckriet‡ † Computer Science and Engineering Department Add to Reading List Source URL: bmcfee.github.io Language: English - Date: 2015-03-31 11:15:28 K-nearest neighbor algorithm Supervised learning Support vector machine Large margin nearest neighbor Semidefinite embedding Statistical classification Spectral clustering Positive-definite kernel Statistics Machine learning Artificial intelligence
54	Journal of Machine Learning Researchxxx-xxx Submitted 02/09; PublishedHash Kernels for Structured Data Qinfeng Shi Add to Reading List Source URL: hunch.net Language: English - Date: 2009-05-20 09:23:07 Mathematical analysis Mathematics Information science Operator theory Error detection and correction Hash function Reproducing kernel Hilbert space Positive-definite kernel Bloom filter Hashing Search algorithms Hilbert space
55	Journal of Machine Learning Research–196 Asian Conference on Machine Learning Learning low-rank output kernels Francesco Dinuzzo Add to Reading List Source URL: jmlr.csail.mit.edu Language: English - Date: 2011-11-17 15:04:49 Kernel principal component analysis Singular value decomposition Eigenvalues and eigenvectors Kernel Matrix Positive-definite matrix Hilbert space Projection Linear map Algebra Mathematics Linear algebra
56	A Reformulation of Support Vector Machines for General Confidence Functions Yuhong Guo1 and Dale Schuurmans2 1 Department of Computer & Information Sciences Add to Reading List Source URL: webdocs.cs.ualberta.ca Language: English - Date: 2009-08-10 11:58:06 Operations research Support vector machine Mathematics Positive-definite matrix Positive-definite kernel Positive semidefinite Quadratic programming Statistics Statistical classification Mathematical optimization
57	Multi-label Classification with Output Kernels Yuhong Guo 1 1 Add to Reading List Source URL: webdocs.cs.ualberta.ca Language: English - Date: 2013-07-27 14:40:14 Abstract algebra Operator theory Singular value decomposition Quantum mechanics Support vector machine Eigenvalues and eigenvectors Positive-definite kernel Vector space Matrix Algebra Mathematics Linear algebra
58	1 Gradient-based Optimization of Kernel-Target Alignment for Sequence Kernels Applied to Bacterial Gene Start Detection Christian Igel, Senior Member, IEEE, Tobias Glasmachers, Britta Mersch, Nico Pfeifer, Add to Reading List Source URL: image.diku.dk Language: English - Date: 2011-08-26 07:00:39 Hilbert space Linux Linux kernel Kernel Positive-definite kernel Support vector machine String kernel Statistics Mathematics Statistical classification
59	Support Vector and Kernel Machines Nello Cristianini BIOwulf Technologies http://www.support-vector.net/tutorial.html Add to Reading List Source URL: www.support-vector.net Language: English - Date: 2008-03-17 13:46:57 Nello Cristianini Kernel methods Support vector machine Learning Kernel Perceptron Linux kernel Positive-definite kernel John Shawe-Taylor Machine learning Statistics Statistical classification
60	Random Features for Large-Scale Kernel Machines Ali Rahimi and Ben Recht Abstract To accelerate the training of kernel machines, we propose to map the input data Add to Reading List Source URL: pages.cs.wisc.edu Language: English - Date: 2009-09-01 15:30:02 Algebra of random variables Operator theory Multivariate statistics Fourier analysis Linear algebra Multivariate random variable Positive-definite kernel Kernel trick Gaussian function Mathematical analysis Mathematics Statistics

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