Kernel perceptron

Results: 35



#Item
1Statistical classification / Support vector machine / Linear classifier / Kernel method / Polynomial kernel / Margin classifier / Perceptron / Linear separability / Decision boundary / Kernel / Vector space / Positive-definite kernel

A User’s Guide to Support Vector Machines Asa Ben-Hur Department of Computer Science Colorado State University Jason Weston

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Source URL: pyml.sourceforge.net

Language: English - Date: 2008-06-02 17:29:26
2Machine learning / Artificial neural networks / Perceptron / Conditional random field / Supervised learning / Pattern recognition / Generalization error / Structured prediction / Kernel perceptron

On Herding and the Perceptron Cycling Theorem Andrew E. Gelfand, Yutian Chen, Max Welling Department of Computer Science University of California, Irvine {agelfand,yutianc,welling}@ics.uci.edu

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Source URL: lvdmaaten.github.io

Language: English - Date: 2016-07-16 15:30:43
3Statistical classification / Geostatistics / Kernel method / Support vector machine / Positive-definite kernel / Polynomial kernel / Kernel / Sensor / Kernel perceptron / 3D sound localization

A Kernel-Based Learning Approach to Ad Hoc Sensor Network Localization XUANLONG NGUYEN, MICHAEL I. JORDAN, and BRUNO SINOPOLI University of California, Berkeley We show that the coarse-grained and fine-grained localizat

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Source URL: dept.stat.lsa.umich.edu

Language: English - Date: 2005-11-14 01:57:46
4Data analysis / Monte Carlo methods / Exponentials / Gaussian function / Perceptron / Gaussian process / Monte Carlo integration / Estimation theory / Bootstrapping / Statistics / Statistical inference / Stochastic processes

Super-Samples from Kernel Herding Yutian Chen Department of Computer Science University of California, Irvine Irvine, CA 92697

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Source URL: www.ics.uci.edu

Language: English - Date: 2010-07-13 17:15:28
5Statistical classification / Support vector machines / Sequential minimal optimization / Perceptron / Kernel methods / Vector space / Linear classifier / Kernel / Active learning / Machine learning / Statistics / Algebra

Journal of Machine Learning Research–1619 Submitted 3/05; Published 9/05 Fast Kernel Classifiers with Online and Active Learning

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Source URL: www.jmlr.org

Language: English - Date: 2005-09-27 11:30:43
6Statistical classification / Ensemble learning / AdaBoost / Support vector machine / Perceptron / Boosting / Receiver operating characteristic / Classifier / Histogram of oriented gradients / Machine learning / Statistics / Artificial intelligence

Multiple Kernel Learning for Vehicle Detection in Wide Area Motion Imagery Pengpeng Liang1 Gregory Teodoro1

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Source URL: www.dabi.temple.edu

Language: English - Date: 2012-05-12 23:52:42
7Stochastic optimization / Statistical classification / Perceptron / Support vector machine / Stochastic gradient descent / Stability / Stochastic approximation / Gradient descent / Kernel trick / Machine learning / Statistics / Numerical analysis

PDF Document

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Source URL: www.stat.purdue.edu

Language: English - Date: 2008-09-11 13:00:50
8Statistical classification / Support vector machine / AdaBoost / Perceptron / Margin classifier / Kernel trick / Boosting / Decision stump / Least squares support vector machine / Machine learning / Statistics / Ensemble learning

Novel Distance-Based SVM Kernels for Infinite Ensemble Learning Hsuan-Tien Lin and Ling Li , Learning Systems Group, California Institute of Technology, USA

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Source URL: www.work.caltech.edu

Language: English - Date: 2005-11-06 04:48:00
9Vectors / Kernel trick / Perceptron / Function / Vector space / Support vector machine / Positive-definite kernel / Golden ratio base / Pullback / Algebra / Mathematics / Operator theory

A Course in Machine Learning Hal Daumé III 9 | K ERNEL M ETHODS

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Source URL: ciml.info

Language: English - Date: 2014-09-24 16:08:31
10Perceptron / Support vector machine / Statistical classification / Floating point / Nonlinear dimensionality reduction / Types of artificial neural networks / Statistics / Neural networks / Machine learning

Random Kernel Perceptron on ATTiny2313 Microcontroller Nemanja Djuric Slobodan Vucetic

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Source URL: astro.temple.edu

Language: English - Date: 2013-03-26 23:22:07
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