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PAVI: Plate-Amortized Variational Inference
Given observed data and a probabilistic generative model, Bayesian inference searches for the distribution of the model's parameters that could have yielded the data.
PAVI: Plate-Amortized Variational Inference
Given some observed data and a probabilistic generative model, Bayesian inference aims at obtaining the distribution of a model's latent parameters that could have yielded the data.
ADAVI: Automatic Dual Amortized Variational Inference Applied To Pyramidal Bayesian Models
Frequently, population studies feature pyramidally-organized data represented using Hierarchical Bayesian Models (HBM) enriched with plates.
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