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. 2024 Dec 28;14:30808. doi: 10.1038/s41598-024-81111-9

Fig. 2.

Fig. 2

Conceptual diagram of the variational Bayes model. Standard Bayesian update estimates the unknown characteristics of the data-generating distribution in the form of a Gauss-gamma distribution (dotted blue line). By contrast, the variational Bayes model (dotted green line), which is a type of approximate inference, sets and modifies an arbitrary approximate (q) based on DKL, indicating the difference between the approximate (q) and true posterior (p).