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Variational Bayesian methods
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#	Item
21	Shared Logistic Normal Distributions for Soft Parameter Tying in Unsupervised Grammar Induction Shay B. Cohen and Noah A. Smith Language Technologies Institute School of Computer Science Carnegie Mellon University Add to Reading List Source URL: homes.cs.washington.edu Language: English - Date: 2015-07-30 17:50:48 Probability distributions Variational Bayesian methods Dirichlet distribution Expectationmaximization algorithm Gamma distribution Latent Dirichlet allocation Multinomial distribution Normal distribution Bayesian network Dirichlet process Mixture model Exponential family
22	Sparse Learning of Markovian Population Models in Random Environments Christoph Zechner1 , Federico Wadehn1 , and Heinz Koeppl1,2,3 1 arXiv:1401.4026v1 [q-bio.QM] 16 Jan 2014 Add to Reading List Source URL: arxiv.org Language: English - Date: 2014-01-16 20:42:47 Probability distributions Infinitely divisible probability distributions Statistical theory Exponentials Markov models Variational Bayesian methods Gamma distribution Bayesian network KullbackLeibler divergence Bayesian inference Expectationmaximization algorithm Markov chain
23	Learning stable, regularised latent models of neural population dynamics Lars Buesing, Jakob H. Macke and Maneesh Sahani Gatsby Computational Neuroscience Unit University College London, UK 17 Queen Square, London, WC1N Add to Reading List Source URL: www.mackelab.org Language: English - Date: 2016-08-04 15:02:44 Estimation theory Regression analysis Statistical models Bayesian statistics Econometrics Maximum likelihood estimation Expectationmaximization algorithm Variational Bayesian methods Linear regression Autoregressive model Variance function Mixture model
24	1 Event-based, 6-DOF Camera Tracking for High-Speed Applications Abstract—In contrast to standard cameras, which produce frames at a fixed rate, event cameras respond asynchronously to pixel-level brightness changes, Add to Reading List Source URL: rpg.ifi.uzh.ch Language: English - Date: 2016-07-15 03:40:35 Robot control Computer animation Computer vision Probability distributions Exponentials Exponential family Kalman filter Pose Normal distribution Variational Bayesian methods Motion capture Mixture model
25	JOINT ASSOCIATION DISCOVERY AND DIAGNOSIS OF ALZHEIMER’S DISEASE BY SUPERVISED HETEROGENEOUS MULTIVIEW LEARNING SHANDIAN ZHE1 , ZENGLIN XU1 , YUAN QI1,2 , PENG YU3 , FOR THE ADNI∗ 1 Add to Reading List Source URL: psb.stanford.edu Language: English - Date: 2015-08-18 15:12:41 Regression analysis Econometrics Multivariate statistics Generalized linear models Ordinal regression Multinomial logistic regression Variational Bayesian methods IJ Linear regression
26	Image Prior Combination In Super-Resolution Image Reconstruction Add to Reading List Source URL: decsai.ugr.es Language: English - Date: 2010-09-02 04:27:14 Mathematics Statistics Mathematical analysis Differential forms Digital television Image compression Noise Peak signal-to-noise ratio Sheaf Gamma distribution Closed and exact differential forms Variational Bayesian methods
27	Local Bayesian Image Restoration Using Variational Methods and Gamma-Normal Distributions Add to Reading List Source URL: decsai.ugr.es Language: English - Date: 2009-11-13 06:22:00 Statistics Statistical theory Probability Probability distributions Bayesian statistics Gamma distribution Hyperprior Normal distribution Constructible universe Hyperparameter Prior probability Conjugate prior
28	On the concentration of expectation and approximate inference in layered networks Michael I. Jordan University of California Berkeley, CA 94720 Add to Reading List Source URL: dept.stat.lsa.umich.edu Language: English - Date: 2004-01-18 19:14:54 Graphical models Probability distributions Bayesian network Networks Normal distribution Variational Bayesian methods Belief propagation Exponential family
29	Total Variation Super Resolution Using A Variational Approach Add to Reading List Source URL: decsai.ugr.es Language: English - Date: 2008-11-01 16:01:32 Statistics Mathematical analysis Probability distributions Probability Bayesian statistics Image processing Gamma distribution NC Variational Bayesian methods Hyperprior Bicubic interpolation Constructible universe
30	Bayesian Blind Deconvolution from Differently Exposed Image Pairs Add to Reading List Source URL: decsai.ugr.es Language: English - Date: 2009-11-13 06:32:14 Statistics Statistical theory Mathematical analysis Estimation theory Signal processing Bayesian statistics Probability distributions Image processing Deconvolution Blind deconvolution Gamma distribution Variational Bayesian methods

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