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...@@ -26,7 +26,7 @@ The central problem of PPLs is that comptuting the posterior distribution of lat ...@@ -26,7 +26,7 @@ The central problem of PPLs is that comptuting the posterior distribution of lat
Use variational Inference Use variational Inference
** How to Use Variational Inference?** **How to Use Variational Inference?**
The goal is to find q<sup>*</sup>(θ) from a family of simpler distributions Q over the latent variable θ that is closest to the true posterior p(θ|x<sub>1</sub>, ..., x<sub>n</sub>). The goal is to find q<sup>*</sup>(θ) from a family of simpler distributions Q over the latent variable θ that is closest to the true posterior p(θ|x<sub>1</sub>, ..., x<sub>n</sub>).
This is done by: This is done by:
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