Learning goal: With additive Gaussian noise, posterior mean equals observation plus σ² times the observed-density score. A separate prior formula is unnecessary if that observed density is known.
score= Tweedie= Numerical posterior mean =
The score changes direction across a bimodal observed density. With non-Gaussian noise, the standard Gaussian Tweedie expression need not match the posterior mean.