Max Planck Institute for Biological Cybernetics

Results: 57



#Item
41Cluster analysis / K-means clustering / Hierarchical clustering / Spectral clustering / Linear discriminant analysis / Eigenvalues and eigenvectors / Graph partition / Segmentation / Statistics / Multivariate statistics / Kernel principal component analysis

Correlational Spectral Clustering Matthew B. Blaschko Christoph H. Lampert Max Planck Institute for Biological Cybernetics[removed]T¨ubingen, Germany {blaschko,chl}@tuebingen.mpg.de

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Source URL: www.is.tuebingen.mpg.de

Language: English - Date: 2011-01-20 08:10:46
42Statistical classification / Machine learning / Linear algebra / Support vector machine / Supervised learning / Kernel / Gaussian function / Vector space / Positive-definite kernel / Algebra / Mathematics / Statistics

Conformal Multi-Instance Kernels Matthew B. Blaschko Max Planck Institute for Biological Cybernetics Spemannstr[removed]T¨ubingen, Germany [removed]

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Source URL: www.is.tuebingen.mpg.de

Language: English - Date: 2011-01-20 08:10:30
43Multivariate statistics / Cluster analysis / Data analysis / Data mining / Geostatistics / Machine learning / Hierarchical clustering / Spectral clustering / Eigenvalues and eigenvectors / Statistics / Algebra / Mathematics

Learning Taxonomies by Dependence Maximization Matthew B. Blaschko Arthur Gretton Max Planck Institute for Biological Cybernetics Spemannstr. 38

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Source URL: www.is.tuebingen.mpg.de

Language: English - Date: 2011-01-20 08:12:42
44Mind / Computational neuroscience / Neural networks / Reinforcement learning / Expectation–maximization algorithm / Artificial neural network / Fisher information / Motor learning / Statistics / Machine learning / Estimation theory

Policy Search for Motor Primitives in Robotics Jens Kober, Jan Peters Max Planck Institute for Biological Cybernetics Spemannstr[removed]Tübingen, Germany

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Source URL: www-clmc.usc.edu

Language: English - Date: 2009-01-13 06:30:39
45Algebraic graph theory / Linear algebra / Matrix theory / Spectral clustering / Graph partition / Eigenvalues and eigenvectors / Laplacian matrix / Spectral graph theory / Adjacency matrix / Algebra / Mathematics / Graph theory

A Tutorial on Spectral Clustering arXiv:0711.0189v1 [cs.DS] 1 Nov 2007 Ulrike von Luxburg Max Planck Institute for Biological Cybernetics

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Source URL: arxiv.org

Language: English - Date: 2008-02-03 21:55:44
46Academia / Neuroscience / Max Planck Institute for Biological Cybernetics / Cybernetics / Science / Max Planck Society / Knowledge

BCAS Vol.28 No[removed] “As You Sow, So Will You Reap”

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Source URL: english.cas.cn

Language: English - Date: 2014-12-19 10:40:40
47Academia / Neuroscience / Max Planck Institute for Biological Cybernetics / Cybernetics / Science / Max Planck Society / Knowledge

BCAS Vol.28 No[removed] “As You Sow, So Will You Reap”

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Source URL: english.cas.cn

Language: English - Date: 2014-05-15 05:11:26
48Expectation–maximization algorithm / Unsupervised learning / Convex optimization / Linear programming / Normal distribution / Support vector machine / Statistics / Mathematical optimization / Delayed column-generation

A Decoupled Approach to Exemplar-based Unsupervised Learning Sebastian Nowozin [removed] Max Planck Institute for Biological Cybernetics, Spemannstrasse 38, 72076 T¨ ubingen, Germany G¨

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Source URL: www.machinelearning.org

Language: English - Date: 2008-05-22 03:57:04
49Data analysis / Normal distribution / Gaussian process / Variance / Static single assignment form / Statistics / Ensemble learning / Relevance vector machine

Healing the Relevance Vector Machine through Augmentation Carl Edward Rasmussen Max Planck Institute for Biological Cybernetics, 72076 T¨ ubingen, Germany Joaquin Qui˜

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Source URL: www.machinelearning.org

Language: English - Date: 2008-12-01 11:15:27
50Differential topology / Dimension reduction / Dimension / Nonlinear dimensionality reduction / Principal component analysis / Riemannian manifold / Estimation theory / Manifold / Normal distribution / Statistics / Multivariate statistics / Data analysis

Intrinsic Dimensionality Estimation of Submanifolds in Rd Matthias Hein Max Planck Institute for Biological Cybernetics, T¨ ubingen, Germany Jean-Yves Audibert CERTIS, ENPC, Paris, France

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Source URL: www.machinelearning.org

Language: English - Date: 2008-12-01 11:14:02
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