Library / First Principles Framework (FPF) - Core Conceptual Specification
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E.10.LRN:5.3 - Variational inference

A variational-inference procedure selects an approximate distribution from a declared family by optimizing a divergence or bound against a target probabilistic model. It returns an inferential approximation and diagnostics. It does not establish capability acquisition.