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Bayesian inference
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#	Item
401	Focused Belief Propagation for Query-Specific Inference Anton Chechetka Carnegie Mellon University Abstract Add to Reading List Source URL: select.cs.cmu.edu Language: English - Date: 2010-03-16 00:39:49 Logic Factor graph Belief propagation Bayesian network Inference Graphical models Graph theory Statistics
402	A Bayesian approach to network modularity • Generative model: die rolling for module assignments, coin-flipping for edges • Inference: variational Bayes for approximations to posteriors + complexity control • Stoch Add to Reading List Source URL: www.jakehofman.com Language: English - Date: 2009-01-22 17:20:55 Logic Network theory Modularity Conference on Neural Information Processing Systems Inference Variational Bayesian methods Bayesian statistics Knowledge Science
403	Philosophy of Statistics Munich Center for Mathematical Philosophy Ludwig-Maximilians-Universität München Summer SemesterInstructor: Add to Reading List Source URL: gregorywheeler.org Language: English - Date: 2015-04-14 02:05:48 Philosophy of science Probability and statistics Probability interpretations Bayesian statistics Statistical theory Bayesian probability Foundations of statistics Frequentist inference Bayesian inference Statistics Statistical inference Science
404	A Bayesian approach to network modularity Jake Hofman Wiggins Lab Columbia University Add to Reading List Source URL: www.jakehofman.com Language: English - Date: 2009-01-22 17:20:54 Statistical theory Generative model Machine learning Bayesian inference Bayesian network Biological network inference Statistics Bayesian statistics Statistical models
405	Outline • Community detection • Generative model for modular networks • Variational Bayesian inference • Validation • Applications Add to Reading List Source URL: www.jakehofman.com Language: English - Date: 2010-01-14 17:38:24
406	Another Statistical Paradox Eric-Jan Wagenmakers1 , Michael Lee2 , Jeﬀ Rouder3 , Richard Morey4 1 University of Amsterdam 2 University of Califoria at Irvine 3 University of Missouri 4 University of Groningen Add to Reading List Source URL: www.ejwagenmakers.com Language: English - Date: 2014-10-17 04:29:47 Bayesian statistics Statistical theory Psychometrics Confidence interval Likelihood function Maximum likelihood Credible interval Bayes factor Interval estimation Statistics Statistical inference Estimation theory
407	Introduction Score-based methods Bayesian analysis Constraint-based methods Summary and challenges Things I did not even get near Add to Reading List Source URL: www.stats.ox.ac.uk Language: English - Date: 2012-07-14 12:07:29 Statistical theory Statistical methods Regression analysis Bayesian inference Estimation theory Software development effort estimation Statistics Statistical inference Econometrics
408	A Robust Architecture for Distributed Inference in Sensor Networks Mark Paskin Carlos Guestrin and Jim McFadden Add to Reading List Source URL: select.cs.cmu.edu Language: English - Date: 2009-08-13 03:47:06 Graphical models Spanning tree Bayesian statistics Statistical models Belief propagation Coding theory Tree decomposition Minimum spanning tree Routing Graph theory Mathematics Theoretical computer science
409	Inferring Maps and Behaviors from Natural Language Instructions Felix Duvallet?1 , Matthew R. Walter?2 , Thomas Howard?2 , Sachithra Hemachandra?2 , Jean Oh1 , Seth Teller2 , Nicholas Roy2 , and Anthony Stentz1 1 Add to Reading List Source URL: ttic.uchicago.edu Language: English - Date: 2014-11-19 14:27:00 Robot Bayesian inference Inference Planner Statistics Logic Robotics
410	EWMA for Mean and Variance A Bayesian EWMA for Mean and Variance by Spencer Graves, Søren Bisgaard, and Murat Kulachi Add to Reading List Source URL: www.prodsyse.com Language: English - Date: 2007-09-13 19:35:36 Probability theory Measurement Normal distribution Variance Confidence interval Normal-gamma distribution Gamma distribution Standard deviation Statistics Data analysis Statistical inference

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