Multiple kernel learning

Results: 35



#Item
31Hilbert space / Signal processing / Support vector machine / Linear classifier / Kernel principal component analysis / Kernel / Binary classification / Reproducing kernel Hilbert space / Positive-definite kernel / Statistics / Machine learning / Statistical classification

A Binary Classification Framework for Two-Stage Multiple Kernel Learning Abhishek Kumar [removed] Department of Computer Science, University of Maryland, College Park, MD 20742, USA

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Source URL: icml.cc

Language: English - Date: 2012-06-07 13:20:36
32Applied mathematics / Stochastic optimization / Statistical classification / Convex optimization / Stochastic approximation / Support vector machine / Linear programming / Firefly algorithm / Mathematical optimization / Operations research / Statistics

Multiple Kernel Learning from Noisy Labels by Stochastic Programming Tianbao Yang† [removed] Mehrdad Mahdavi†

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Source URL: icml.cc

Language: English - Date: 2012-06-07 13:19:52
33Bayesian statistics / Support vector machine / Non-parametric statistics / Kernel / Supervised learning / Bayesian inference / Normal distribution / Book:Machine Learning - The Complete Guide / Kernel adaptive filter / Statistics / Machine learning / Statistical classification

Bayesian Efficient Multiple Kernel Learning Mehmet G¨ onen [removed] Helsinki Institute for Information Technology HIIT

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Source URL: icml.cc

Language: English - Date: 2012-06-07 13:19:54
34Statistical classification / Machine learning / Support vector machine / Cross-validation / Regression analysis / Vector space / Positive-definite kernel / Supervised learning / Degrees of freedom / Statistics / Algebra / Mathematics

Machine Learning, 46, 131–159, 2002 c 2002 Kluwer Academic Publishers. Manufactured in The Netherlands.  Choosing Multiple Parameters for Support Vector Machines

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Source URL: www.chapelle.cc

Language: English - Date: 2008-06-18 09:00:00
35Operations research / Mathematical optimization / Convex optimization / Abstract algebra / Semidefinite programming / Support vector machine / Linear programming / Vector space / Kernel / Algebra / Mathematics / Linear algebra

Fast Multiple Kernel Learning With Multiplicative Weight Updates John Moeller moeller@...

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Source URL: opt.kyb.tuebingen.mpg.de

Language: English - Date: 2012-11-27 17:28:06
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