Kullback–Leibler divergence

Results: 486



#Item
251Mathematical analysis / Statistical theory / Randomness / Kullback–Leibler divergence / Thermodynamics / Divergence / Mutual information / Entropy / Cross entropy / Statistics / Information theory / Mathematics

A FAMILY OF DISCRIMINATIVE TRAINING CRITERIA BASED ON THE F-DIVERGENCE FOR DEEP NEURAL NETWORKS Markus Nussbaum-Thom1,2 , Xiaodong Cui1 , Ralf Schl¨uter2 , Vaibhava Goel1 , Hermann Ney2,3 1 2

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Source URL: www-i6.informatik.rwth-aachen.de

Language: English
252Mathematical analysis / Statistical theory / Randomness / Kullback–Leibler divergence / Thermodynamics / Divergence / Mutual information / Entropy / Cross entropy / Statistics / Information theory / Mathematics

A FAMILY OF DISCRIMINATIVE TRAINING CRITERIA BASED ON THE F-DIVERGENCE FOR DEEP NEURAL NETWORKS Markus Nussbaum-Thom1,2 , Xiaodong Cui1 , Ralf Schl¨uter2 , Vaibhava Goel1 , Hermann Ney2,3 1 2

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Source URL: www-i6.informatik.rwth-aachen.de

Language: English
253Mathematical analysis / Statistical theory / Randomness / Kullback–Leibler divergence / Thermodynamics / Divergence / Mutual information / Entropy / Cross entropy / Statistics / Information theory / Mathematics

A FAMILY OF DISCRIMINATIVE TRAINING CRITERIA BASED ON THE F-DIVERGENCE FOR DEEP NEURAL NETWORKS Markus Nussbaum-Thom1,2 , Xiaodong Cui1 , Ralf Schl¨uter2 , Vaibhava Goel1 , Hermann Ney2,3 1 2

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Source URL: www-i6.informatik.rwth-aachen.de

Language: English
254Natural language processing / Named-entity recognition / Kullback–Leibler divergence / Annotation / Parsing / Information extraction / Type–token distinction / Treebank / Sampling / Computational linguistics / Science / Linguistics

Investigating the Effects of Selective Sampling on the Annotation Task Ben Hachey, Beatrice Alex and Markus Becker School of Informatics University of Edinburgh Edinburgh, EH8 9LW, UK {bhachey,v1balex,s0235256}@inf.ed.ac

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Source URL: www.ltg.ed.ac.uk

Language: English - Date: 2007-05-10 14:22:15
255Parts of speech / Machine learning / Bayesian statistics / Classifier / Kullback–Leibler divergence / Statistical classification / Principle of maximum entropy / Information extraction / Statistics / Statistical theory / Probability and statistics

Selective Sampling for Information Extraction with a Committee of Classifiers Evaluating Machine Learning for Information Extraction, Track 2

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Source URL: www.ltg.ed.ac.uk

Language: English - Date: 2007-05-10 14:22:15
256Normal distribution / Kolmogorov–Smirnov test / V-statistic / Variance / Statistical hypothesis testing / F-distribution / Fourier transform / Kullback–Leibler divergence / Cumulative distribution function / Statistics / Statistical inference / Fourier analysis

Journal of Machine Learning Research[removed]773 Submitted 4/08; Revised 11/11; Published 3/12 A Kernel Two-Sample Test Arthur Gretton∗

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Source URL: www.stat.cmu.edu

Language: English - Date: 2014-09-26 13:39:43
257Bayesian statistics / Econometrics / Bayesian inference / Expectation–maximization algorithm / Loss function / Kullback–Leibler divergence / Bayes estimator / Marginal likelihood / Maximum likelihood / Statistics / Estimation theory / Statistical theory

Approximate inference for the loss-calibrated Bayesian Simon Lacoste-Julien University of Cambridge 1

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Source URL: www.di.ens.fr

Language: English - Date: 2011-12-02 09:14:29
258Statistical theory / Probability theory / Bayesian statistics / Networks / Belief propagation / Kullback–Leibler divergence / Information theory / G-test / Bayesian network / Statistics / Probability and statistics / Graphical models

Efficient Test Selection in Active Diagnosis via Entropy Approximation Alice X. Zheng Department of EECS U. C. Berkeley Berkeley, CA[removed]

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Source URL: alicezheng.org

Language: English - Date: 2013-11-10 20:07:14
259Markov chain / Kullback–Leibler divergence / Support / Ordinal number / Mixing / Statistics / Mathematical analysis / Measure theory

Dynamics in Congestion Games Devavrat Shah Jinwoo Shin ∗

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Source URL: web.mit.edu

Language: English - Date: 2010-05-25 11:33:31
260Natural language processing / Kullback–Leibler divergence / Statistical theory / Thermodynamics / Information extraction / Named-entity recognition / Akaike information criterion / Annotation / Part-of-speech tagging / Computational linguistics / Science / Linguistics

Optimising Selective Sampling for Bootstrapping Named Entity Recognition Markus Becker M . BECKER @ ED . AC . UK Ben Hachey BHACHEY @ INF. ED . AC . UK

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Source URL: www.ltg.ed.ac.uk

Language: English - Date: 2007-05-10 14:22:15
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