Bayesian networks

Results: 613



#Item
171Markov processes / Bayesian statistics / Graphical models / Statistical models / Markov chain / Bayesian network / Metropolis–Hastings algorithm / GI / Markov property / Statistics / Markov models / Probability and statistics

Static Bayesian networks Genetische Netzwerke SommersemesterNODES

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Source URL: www.statistik.tu-dortmund.de

Language: English - Date: 2009-05-20 05:34:19
172Bayesian statistics / Data / Networks / Bayesian network / Graphical model / Causality / Statistics / Tuberculosis / Information / Science / Statistical models

Causal Protein Signalling Networks Hunting for the Lost Pathways Marco Scutari Genetics Institute

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Source URL: www.bnlearn.com

Language: English - Date: 2013-02-07 11:55:25
173Networks / Graphical models / Bayesian network / Gene regulatory network / Bayesian statistics / Statistics / Statistical models

Data Intensive Research: The Complexity Dimension in Data Analysis Chris Williams School of Informatics, University of Edinburgh March 2010

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Source URL: www.nesc.ac.uk

Language: English - Date: 2010-03-19 04:53:21
174Markov chain Monte Carlo / Markov models / Markov processes / Bayesian statistics / Markov chain / Gibbs sampling / Boltzmann machine / Generative model / Graphical model / Statistics / Statistical models / Probability and statistics

Deep Generative Stochastic Networks Trainable by Backprop Yoshua Bengio∗ FIND . US @ ON . THE . WEB ´ Eric

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Source URL: yosinski.com

Language: English - Date: 2014-09-17 14:43:15
175Graph / Bayesian network / Connectivity / Probabilistic method / Graph theory / Mathematics / Networks

Statistical inference on graphs G´erard Biau, Kevin Bleakley Received: April 22, 2006; Accepted: September 6, 2006 Summary: The problem of graph inference, or graph reconstruction, is to predict the presence or absence

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Source URL: cbio.ensmp.fr

Language: English - Date: 2009-10-15 15:27:50
176Probability and statistics / Bayesian networks / Graphical models / Statistical theory / Statistics / Bayesian statistics / Reinforcement learning

A reinforcement learning approach to variational inference in probabilistic programs David Wingate MIT February 21, 2012 Abstract

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Source URL: econ.as.nyu.edu

Language: English - Date: 2012-02-13 13:12:15
177Estimation theory / Statistical models / Gene regulatory network / Systems biology / Maximum likelihood / Graphical model / Connectivity / Statistics / Networks / Bayesian statistics

Structured Learning of Gaussian Graphical Models Karthik Mohan∗, Michael Jae-Yoon Chung†, Seungyeop Han†, Daniela Witten‡, Su-In Lee§, Maryam Fazel∗ Abstract We consider estimation of multiple high-dimensional

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Source URL: homes.cs.washington.edu

Language: English - Date: 2012-11-06 17:11:34
178Minimum redundancy feature selection / Mutual information / Feature selection / ARACNE / Total correlation / Biological network inference / Supervised learning / Bayesian network / Gene regulatory network / Statistics / Information theory / Networks

Information-Theoretic Inference of Large Transcriptional Regulatory Networks

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Source URL: bsb.eurasipjournals.com

Language: English
179Networks

Outline • Community detection • Generative model for modular networks • Variational Bayesian inference • Validation • Applications

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Source URL: www.jakehofman.com

Language: English - Date: 2010-01-14 17:38:24
    180Statistical models / Bayesian networks / Learning / Expectation–maximization algorithm / Canadian Institute for Advanced Research / Supervised learning / Unsupervised learning / Feature selection / Latent variable / Statistics / Machine learning / Cybernetics

    Large-Scale Feature Learning With Spike-and-Slab Sparse Coding Ian J. Goodfellow Aaron Courville Yoshua Bengio DIRO, Universit´e de Montr´eal, Montr´eal, Qu´ebec, Canada

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    Source URL: icml.cc

    Language: English - Date: 2012-06-07 13:20:32
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