Gaussian Mean Field Variational Inference can Overestimate Predictive Variance
DGX agentarXiv:2606.25745v1 Announce Type: cross Abstract: Mean Field Variational Inference (MFVI) is widely understood to underestimate posterior variance. By analysing conjugate Bayesian Linear Regression (B