Belief Propagation for Continuous State Spaces: Stochastic Message-Passing with Quantitative Guarantees

zbMath1318.62223arXiv1212.3850MaRDI QIDQ2933915

Martin J. Wainwright, Nima Noorshams

Publication date: 8 December 2014

Full work available at URL: https://arxiv.org/abs/1212.3850

zbMATH Keywords

stochastic approximationMonte Carlo methodsgraphical modelslow-complexity belief propagationorthogonal basis expansionsum-product for continuous state spaces

Mathematics Subject Classification ID

Multivariate analysis (62H99) Asymptotic properties of nonparametric inference (62G20) Stochastic approximation (62L20)

Related Items (3)

Convergence Analysis of Distributed Inference with Vector-Valued Gaussian Belief Propagation ⋮ Exact or approximate inference in graphical models: why the choice is dictated by the treewidth, and how variable elimination can be exploited ⋮ Gaussian belief propagation for transient reaction-diffusion problems

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