KullbackLeibler divergence

Results: 54



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31Information theory / Philosophy of thermal and statistical physics / Thermodynamic entropy / Markov models / Non-equilibrium thermodynamics / Entropy rate / Markov chain / Entropy / Asymptotic equipartition property / KullbackLeibler divergence / H-theorem / Second law of thermodynamics

5 Which Processes Satisfy the Second Law? Thomas M. Covert Durand Bldg Rm 121 Sranford University Stanford, CA 9430 I, USA

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Source URL: cqi.inf.usi.ch

Language: English - Date: 2014-02-18 12:20:16
32Convex analysis / Bayesian statistics / Statistical theory / Mathematical economics / Estimation theory / KullbackLeibler divergence / Transportation theory / Normal distribution / Expected value / Conjugate prior / Mutual information / Convex function

1 Tractable Fully Bayesian Inference via Convex Optimization and Optimal Transport Theory Sanggyun Kim, Diego Mesa, Rui Ma, and Todd P. Coleman

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Source URL: arxiv.org

Language: English - Date: 2015-09-29 20:20:39
33Signal processing / Statistical theory / HilbertHuang transform / Entropy / KullbackLeibler divergence / Wavelet / Principle of maximum entropy

January 20, S1793536910000562:11 WSPCAADA

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Source URL: rcada.ncu.edu.tw

Language: English - Date: 2011-02-08 04:22:40
34Natural language processing / Affective computing / Sentiment analysis / Word embedding / Deep learning / Probability distribution / KullbackLeibler divergence / Support vector machine / Euclidean vector

9. KONFERENCA JEZIKOVNE TEHNOLOGIJE Informacijska družba - IS 2014 9th Language Technologies Conference Information Society - IS 2014

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Source URL: nl.ijs.si

Language: English - Date: 2014-10-19 11:19:15
35Statistical theory / Probability distributions / Estimation theory / Gamma distribution / Expectationmaximization algorithm / Confidence interval / Divergence / KullbackLeibler divergence / Sufficient statistic

L1 PRIOR MAJORIZATION IN BAYESIAN IMAGE RESTORATION Miguel Vegaa , Rafael Molinab , and Aggelos K. Katsaggelosc a) Dept. Ciencias de la Computaci´on e I. A., Univ. de Granada, 18071 Granada, Spain. b) Dept. de Lenguajes

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Source URL: decsai.ugr.es

Language: English - Date: 2009-10-02 04:32:19
36Mathematical analysis / Statistics / Mathematics / Functional analysis / Probability distributions / KullbackLeibler divergence / Statistical theory / Thermodynamics / Normal distribution / Distribution / Convolution

USING LOGARITHMIC OPINION POOLING TECHNIQUES IN BAYESIAN BLIND MULTI-CHANNEL RESTORATION Preparation of Camera-Ready Contributions to INSTICC Proceedings Bruno Amizic, Aggelos K. Katsaggelos Department of Electrical Engi

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Source URL: decsai.ugr.es

Language: English - Date: 2007-12-28 04:18:23
37Graphical models / Mathematics / KullbackLeibler divergence / Thermodynamics / Belief propagation / Markov random field / Information theory / Divergence / Discrete mathematics / Applied mathematics

Message passing with l1 penalized KL minimization Yuan Qi Departments of Computer Science and Statistics, Purdue University, West Lafayette, INUSA Yandong Guo

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Source URL: jmlr.org

Language: English - Date: 2013-08-14 01:36:44
38Probability distributions / Statistical models / Gamma distribution / Variational Bayesian methods / Bayesian network / Normal distribution / KullbackLeibler divergence

2010 IEEE International Workshop on Machine Learning for Signal Processing (MLSPAugust 29 – September 1, 2010, Kittilä, Finland IMAGE PRIOR COMBINATION IN SUPER-RESOLUTION IMAGE REGISTRATION & RECONSTRUCTION Sa

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Source URL: decsai.ugr.es

Language: English - Date: 2010-09-10 04:10:07
39Statistical theory / Operations research / Systems engineering / Signal processing / Digital signal processing / Quantization / Dynamic programming / KullbackLeibler divergence / Information theory / Optimal design

IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 54, NO. 7, JULYrequiring the storage of O (d) cells. Since each cell has j6j + 1 entries, the space complexity is in O(min(d2 j6j log r; d(n 0 d)j6j log j6j)) bits. Th

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

Language: English - Date: 2008-06-23 16:56:21
40Geometry / Mathematical analysis / Statistical distance / Statistics / F-divergence / KullbackLeibler divergence / Divergence / Bregman divergence / Distribution / Hellinger distance

Nonparametric estimation of the likelihood ratio and divergence functionals 1 XuanLong Nguyen1 , Martin J. Wainwright1,2 and Michael I. Jordan1,2

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

Language: English - Date: 2007-05-25 17:26:02
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