most citedLaplace's Method Approximations for Probabilistic Inference in Belief Networks with Continuous Variables

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cs.AI2013★ 2 cited

Laplace's Method Approximations for Probabilistic Inference in Belief Networks with Continuous Variables

Adriano Azevedo-Filho, Ross D. Shachter

Laplace's method, a family of asymptotic methods used to approximate integrals, is presented as a potential candidate for the tool box of techniques used for knowledge acquisition…