Support vector machine

Results: 2011



#Item
371Operations research / Linear algebra / Statistical classification / Abstract algebra / Mathematical optimization / Support vector machine / Positive-definite matrix / Least squares support vector machine / Matrix / Algebra / Statistics / Mathematics

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
372Statistical classification / Machine learning / Natural language processing / Data mining / Knowledge representation / Hierarchy / Information retrieval / Support vector machine / Cluster analysis / Statistics / Artificial intelligence / Science

Hierarchical Classification of Web Content Susan Dumais Microsoft Research One Microsoft Way Redmond, WAUSA

Add to Reading List

Source URL: research.microsoft.com

Language: English - Date: 2000-04-29 12:22:44
373Multivariate statistics / Model selection / Brain / Linear discriminant analysis / Sulcus / Linear classifier / Cross-validation / Feature selection / Support vector machine / Statistics / Machine learning / Statistical classification

IEEE TRANSACTIONS ON MEDICAL IMAGING, VOL. 26, NO. 4, APRILClassification Based on Cortical Folding Patterns Edouard Duchesnay*, Arnaud Cachia, Alexis Roche, Denis Rivière, Yann Cointepas,

Add to Reading List

Source URL: brainvisa.info

Language: English - Date: 2012-12-13 03:57:45
374Statistical classification / Computer vision / Support vector machine / Learning / Histogram of oriented gradients / Silicon Valley Microelectronics / One-shot learning / Stochastic gradient descent / Hinge loss / Machine learning / Statistics / Artificial intelligence

Tabula Rasa: Model Transfer for Object Category Detection Yusuf Aytar Andrew Zisserman Department of Engineering Science University of Oxford {yusuf,az}@robots.ox.ac.uk

Add to Reading List

Source URL: www.robots.ox.ac.uk

Language: English - Date: 2011-08-18 18:19:28
375Neural networks / Learning / Statistical classification / Pattern recognition / Supervised learning / Autoencoder / Unsupervised learning / Caltech 101 / Support vector machine / Machine learning / Statistics / Artificial intelligence

Unsupervised Learning of Invariant Feature Hierarchies with Applications to Object Recognition Marc’Aurelio Ranzato, Fu Jie Huang, Y-Lan Boureau, Yann LeCun Courant Institute of Mathematical Sciences, New York Universi

Add to Reading List

Source URL: www.cs.toronto.edu

Language: English - Date: 2009-08-08 18:43:08
376Operator theory / Hilbert space / Statistical classification / Linear algebra / Support vector machine / Reproducing kernel Hilbert space / Function / Convex function / Positive-definite kernel / Mathematics / Mathematical analysis / Statistics

Radius-Margin Bound on the Leave-One-Out Error of the LLW-M-SVM Yann Guermeur LORIA-CNRS Campus Scientifique, BPVandœuvre-l`es-Nancy cedex, France

Add to Reading List

Source URL: www.loria.fr

Language: English - Date: 2009-02-12 12:18:50
377Learning / Perceptron / Multilayer perceptron / Supervised learning / Support vector machine / Neural networks / Statistics / Cybernetics

Didacticiel - Etudes de cas R.R. Subject A Multilayer Perceptron for a classification task (neural network): comparison of

Add to Reading List

Source URL: eric.univ-lyon2.fr

Language: English - Date: 2006-03-31 12:17:50
378Statistical classification / Support vector machine / Silicon Valley Microelectronics

∝SVM for Learning with Label Proportions Supplementary Material1 Felix X. Yu† Dong Liu† Sanjiv Kumar§

Add to Reading List

Source URL: www.sanjivk.com

Language: English - Date: 2013-06-14 09:57:08
379Statistical classification / Support vector machine / Computational biology / Bioinformatics / ParisTech / Machine learning / Statistics / Applied mathematics

Support vector machines, kernels, and applications in computational biology Jean-Philippe Vert Mines ParisTech / Institut Curie / Inserm

Add to Reading List

Source URL: cbio.ensmp.fr

Language: English - Date: 2014-10-10 14:34:22
380Statistical classification / Support vector machine / Group action / Computability theory / Abstract algebra / Mathematics / Algebra

Sample Complexity of Classiers Taking Values in RQ, Application to Multi-Class SVMs Yann Guermeur LORIA-CNRS Campus Scientique, BPVand÷uvre-lès-Nancy Cedex, France

Add to Reading List

Source URL: www.loria.fr

Language: English - Date: 2013-06-20 15:51:01
UPDATE