Improving the Mean Field Approximation Via the Use of Mixture Distributions

Statistical Field TheoryStatistical Field TheoryProbabilistic diagnosisusing a reformulation o…Probabilistic diagnosis using a reformulation of the INTERNIST-1/QMR knowledge base. I. The probabilistic model and inference algorithms.Connectionist Learningof Belief NetworksConnectionist Learning of Belief NetworksFactorial Hidden MarkovModelsFactorial Hidden Markov ModelsExploiting TractableSubstructures in…Exploiting Tractable Substructures in Intractable NetworksMean Field Theory forSigmoid Belief NetworksMean Field Theory for Sigmoid Belief NetworksApproximating PosteriorDistributions in Belief…Approximating Posterior Distributions in Belief Networks Using MixturesAdvances in neuralinformation processing…Advances in neural information processing systems 7Statistical field theoryStatistical field theoryAn Introduction toVariational Methods for…An Introduction to Variational Methods for Graphical ModelsModel-independentmean-field theory as a…Model-independent mean-field theory as a local method for approximate propagation of informationVariationalApproximations between…Variational Approximations between Mean Field Theory and the Junction Tree AlgorithmVariational algorithmsfor approximate Bayesia…Variational algorithms for approximate Bayesian inferenceGraphical Models,Exponential Families…Graphical Models, Exponential Families, and Variational InferenceSplit variationalinferenceSplit variational inferenceTwo problems withvariational expectation…Two problems with variational expectation maximisation for time series modelsNonparametricvariational inferenceNonparametric variational inferenceVariational Inferencewith Normalizing FlowsVariational Inference with Normalizing FlowsHierarchical VariationalModelsHierarchical Variational ModelsStein VariationalGradient Descent: A…Stein Variational Gradient Descent: A General Purpose Bayesian Inference AlgorithmAdvances in VariationalInferenceAdvances in Variational InferenceImproving the Mean FieldApproximation Via the…Improving the Mean Field Approximation Via the Use of Mixture Distributions過去の参考文献中心の論文この論文を引用する論文古い新しい

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