Multivariate mutual information

Results: 39



#Item
21Multivariate statistics / Cluster analysis / Psychometrics / Latent class model / Expectation–maximization algorithm / Latent variable / Mixture model / Mutual information / Data analysis / Statistics / Statistical models / Machine learning

Variable Selection in Model-Based Clustering: To Do or To Facilitate Leonard K. M. Poon† [removed] Nevin L. Zhang† [removed]

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Source URL: www.icml2010.org

Language: English - Date: 2010-06-13 09:06:41
22Statistical theory / Machine learning / Multivariate statistics / Information Age / Mutual information / Principle of maximum entropy / Cluster analysis / Entropy / Hierarchical clustering / Statistics / Probability and statistics / Information theory

Learning from Noisy Side Information by Generalized Maximum Entropy Model

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Source URL: www.icml2010.org

Language: English - Date: 2010-06-13 09:06:35
23Multivariate statistics / Consensus clustering / Adjusted mutual information / Rand index / Variation of information / Mutual information / Fowlkes–Mallows Index / Statistics / Machine learning / Cluster analysis

Information Theoretic Measures for Clusterings Comparison: Is a Correction for Chance Necessary? Nguyen Xuan Vinh [removed] Julien Epps

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Source URL: www.machinelearning.org

Language: English - Date: 2009-05-18 12:16:57
24Machine learning / Statistical theory / Cluster analysis / Multivariate statistics / Mutual information / Entropy / K-means clustering / Feature selection / Mixture model / Statistics / Probability and statistics / Information theory

Entropy-Based Criterion in Categorical Clustering Tao Li TAOLI @ CS . ROCHESTER . EDU Department of Computer Science, University of Rochester, Rochester, NY[removed]USA Sheng Ma

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Source URL: www.machinelearning.org

Language: English - Date: 2008-12-01 11:21:06
25Statistical theory / Normal distribution / Randomness / Data analysis / Gaussian function / Submodular set function / Multivariate normal distribution / Mutual information / Entropy / Statistics / Probability and statistics / Information theory

Near-Optimal Sensor Placements in Gaussian Processes Carlos Guestrin Andreas Krause Ajit Paul Singh School of Computer Science, Carnegie Mellon University

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Source URL: www.machinelearning.org

Language: English - Date: 2008-12-01 11:16:00
26Spectral clustering / Cluster analysis / Dimension reduction / Kernel trick / K-means clustering / Principal component analysis / Isomap / Graph partition / Mutual information / Statistics / Multivariate statistics / Nonlinear dimensionality reduction

An Iterative Locally Linear Embedding Algorithm

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Source URL: icml.cc

Language: English - Date: 2012-06-07 13:20:54
27Multivariate statistics / Latent variable / Psychometrics / Mutual information / Principal component analysis / Kriging / Expectation–maximization algorithm / Variational Bayesian methods / Statistics / Statistical models / Bayesian networks

Manifold Relevance Determination Andreas C. Damianou A NDREAS .DAMIANOU @ SHEFFIELD . AC . UK Dept. of Computer Science & Sheffield Institute for Translational Neuroscience, University of Sheffield, UK Carl Henrik Ek KTH

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Source URL: icml.cc

Language: English - Date: 2012-06-07 13:19:52
28Information theory / Data analysis / Statistical theory / Statistical models / Independent component analysis / Principle of maximum entropy / Kullback–Leibler divergence / Mutual information / Normal distribution / Statistics / Probability and statistics / Multivariate statistics

This article was originally published in a journal published by Elsevier, and the attached copy is provided by Elsevier for the author’s benefit and for the benefit of the author’s institution, for non-commercial res

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Source URL: mplab.ucsd.edu

Language: English - Date: 2007-05-31 18:03:39
29Information theory / Data analysis / Statistical theory / Statistical models / Independent component analysis / Principle of maximum entropy / Kullback–Leibler divergence / Mutual information / Normal distribution / Statistics / Probability and statistics / Multivariate statistics

PDF Document

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Source URL: mplab.ucsd.edu

Language: English - Date: 2007-05-31 18:03:39
30Mathematical analysis / Random variable / Expected value / Conditional probability distribution / Multivariate random variable / Conditioning / Mutual information / Probability theory / Statistics / Probability and statistics

DISTRIBUTIONS OF ROOTS OF REDUCED CUBIC EQUATIONS WITH RANDOM COEFFICIENTS A Thesis Submitted to the Graduate Faculty of the Louisiana State University and

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Source URL: arxiv.org

Language: English - Date: 2012-11-25 20:04:18
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