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ENTITY Probabilistic Graphical Models

Probabilistic Graphical Models

PulseAugur coverage of Probabilistic Graphical Models — every cluster mentioning Probabilistic Graphical Models across labs, papers, and developer communities, ranked by signal.

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  1. RESEARCH · CL_10241 ·

    VEM algorithm scales to fit large nonlinear mixed effects models with over 15,000 parameters

    Researchers have explored the Variational Expectation Maximization (VEM) algorithm as a scalable method for fitting Nonlinear Mixed Effects (NLME) models, particularly when dealing with a large number of parameters. Thi…

  2. RESEARCH · CL_06238 ·

    GNNs enable Bayesian inversion for discrete structural component states

    Researchers have developed a new Bayesian inversion framework using Probabilistic Graphical Models (PGMs) to infer the health states of structural components. This approach addresses challenges in formulating likelihood…