Kullback–Leibler divergence

Results: 486



#Item
301Bayesian statistics / Expectation–maximization algorithm / Missing data / Statistical models / Maximum likelihood / Likelihood function / Mixture model / Kullback–Leibler divergence / Extremum estimator / Statistics / Estimation theory / Statistical theory

A Note on the Expectation-Maximization (EM) Algorithm ChengXiang Zhai Department of Computer Science University of Illinois at Urbana-Champaign November 2, 2004

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Source URL: www.cs.ust.hk

Language: English - Date: 2006-03-11 03:50:39
302Statistical inference / Statistical theory / Machine learning / Kullback–Leibler divergence / Naive Bayes classifier / Bayesian network / Mixture model / Maximum likelihood / Normal distribution / Statistics / Statistical models / Bayesian statistics

Improved Generative Models for Continuous Image Features through Tree-structured Non-parametric Distributions Marwan A. Mattar Erik G. Learned-Miller

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Source URL: vis-www.cs.umass.edu

Language: English - Date: 2008-01-02 15:36:35
303Bayesian statistics / Statistical theory / Likelihood function / Marginal likelihood / Maximum likelihood / Classifier chains / Multi-label classification / Kullback–Leibler divergence / Statistical classification / Statistics / Estimation theory / Machine learning

A Composite Likelihood View for Multi-Label Classification Yi Zhang Jeff Schneider School of Computer Science, Carnegie Mellon University

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Source URL: www.cs.cmu.edu

Language: English - Date: 2013-02-04 21:37:18
304Information theory / Probability theory / Statistical inference / Conditional mutual information / Kullback–Leibler divergence / Normal distribution / Mutual information / Conditioning / Estimator / Statistics / Estimation theory / Statistical theory

Nonparametric Estimation of Conditional Information and Divergences Barnab´ as P´ oczos

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Source URL: www.cs.cmu.edu

Language: English - Date: 2013-02-04 21:22:52
305Kullback–Leibler divergence / Thermodynamics / Data fusion / Estimation theory / Wireless sensor network / Entropy / Matrix / Statistics / Statistical theory / Information theory

A Distributed Multiple-Target Identity Management Algorithm in Sensor Networks

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Source URL: www.eecs.berkeley.edu

Language: English - Date: 2007-01-10 20:09:32
306One-shot learning / Artificial intelligence / Object recognition / Prior probability / Patch / Kullback–Leibler divergence / Mutual information / Statistics / Computer vision / Probability and statistics

Learning Hyper-Features for Visual Identification Andras Ferencz Erik G. Learned-Miller Jitendra Malik Computer Science Division, EECS

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Source URL: vis-www.cs.umass.edu

Language: English - Date: 2008-01-02 15:36:19
307Statistical inference / Machine learning / M-estimators / Kullback–Leibler divergence / Rényi entropy / Estimator / Normal distribution / Generalized method of moments / Bias of an estimator / Statistics / Estimation theory / Statistical theory

Nonparametric Divergence Estimation with Applications to Machine Learning on Distributions Barnabás Póczos School of Computer Science Carnegie Mellon University

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Source URL: www.cs.cmu.edu

Language: English - Date: 2011-07-25 14:43:49
308Non-parametric statistics / Estimation theory / Signal processing / Kernel density estimation / Normal distribution / Kullback–Leibler divergence / Divergence / Consistent estimator / Closed and exact differential forms / Statistics / Statistical theory / Statistical inference

Nonparametric Kernel Estimators for Image Classification Barnab´as P´oczos Liang Xiong Dougal J. Sutherland Jeff Schneider∗ School of Computer Science, Carnegie Mellon University, Pittsburgh, PA www.autonlab.org Abs

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Source URL: www.cs.cmu.edu

Language: English - Date: 2012-05-23 18:46:44
309Natural language processing / Estimation theory / Markov models / Information retrieval / Language model / Kullback–Leibler divergence / Expectation–maximization algorithm / Maximum likelihood / Relevance / Statistics / Science / Statistical theory

POSTECH_KLE_proceeding.dvi

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Source URL: trec.nist.gov

Language: English - Date: 2010-02-02 07:25:27
310Statistical inference / Kullback–Leibler divergence / Rényi entropy / Consistent estimator / Estimator / Normal distribution / Bayes estimator / Divergence / Bias of an estimator / Statistics / Statistical theory / Estimation theory

NONPARAMETRIC DIVERGENCE ESTIMATORS FOR INDEPENDENT SUBSPACE ANALYSIS Barnabás Póczos1 , Zoltán Szabó2 , and Jeff Schneider1 1 School of Computer Science,

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Source URL: www.cs.cmu.edu

Language: English - Date: 2011-07-25 14:48:24
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