Graphical Models Publications

Publications in Graphical Models

Explore the most influential research papers and scholarly works that have shaped Graphical Models. Use the concept filter below to focus on a specific sub-area of research.

Graphical Models

723

Publications

62.9K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
JAGS: A program for analysis of Bayesian graphical models using Gibbs sampling Martyn Plummer Software MaintenanceBayesian StatisticEngineeringSoftware EngineeringSoftware Analysis	2003	4.7K
Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems Steffen L. Lauritzen, David J. Spiegelhalter Journal of the Royal Statistical Society Series B (Statistical Methodology) EngineeringNetwork AnalysisComputational ComplexityProbabilistic ComputationCausal Inference	1988	3.9K
Causal diagrams for empirical research Judea Pearl Biometrika EngineeringData ScienceGraphical ModelsGraphical ModelManagement	1995	2.3K
Graphical Models in Applied Multivariate Statistics Colin Goodall, Joe Whittaker Technometrics EngineeringData ScienceGraphical ModelsConditional IndependenceGraphical Model	1991	1.8K
Learning Bayesian Networks with the<b>bnlearn</b><i>R</i>Package Marco Scutari Journal of Statistical Software Bayesian StatisticBayesian Decision TheoryEngineeringMachine LearningAdvanced Plotting Options	2010	1.7K
Vines--a new graphical model for dependent random variables Tim Bedford, Roger Cooke The Annals of Statistics EngineeringRandom GraphData ScienceGraphical ModelsUncertainty Quantification	2002	1.4K
Extended Bayesian Information Criteria for Gaussian Graphical Models Rina Foygel, Mathias Drton arXiv (Cornell University) Graph SparsityBayesian StatisticsBayesian StatisticEngineeringGraphical Lasso	2010	709
A Variational Baysian Framework for Graphical Models Hagai Attias Neural Information Processing Systems Bayesian StatisticBayesian StatisticsConjugate PriorsMachine LearningData Science	1999	695
Bayesian Analysis in Expert Systems David Spiegelhalter, A. P. Dawid, Steffen L. Lauritzen, Statistical Science Bayesian StatisticEngineeringBayesian ProbabilisticBayesian InferenceBayesian Statistical Techniques	1993	687
Graphical Models for Associations between Variables, some of which are Qualitative and some Quantitative Steffen L. Lauritzen, Nanny Wermuth The Annals of Statistics Latent ModelingEngineeringData ScienceGraphical ModelsSymmetric Associations	1989	674
On the optimality of solutions of the max-product belief-propagation algorithm in arbitrary graphs Yaakov Weiss, William T. Freeman IEEE Transactions on Information Theory Mathematical ProgrammingEngineeringNetwork AnalysisEducationComputational Complexity	2001	594
Correctness of Belief Propagation in Gaussian Graphical Models of Arbitrary Topology Yair Weiss, William T. Freeman Neural Computation EngineeringLoopy Belief PropagationNetwork AnalysisGaussian Graphical ModelsArbitrary Topology	2001	577

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