The mean-field variational inference optimizer is Lipschitz stable and differentiable in the target potential under strong log-concavity, with an explicit PDE for the derivative.
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Stability of Mean-Field Variational Inference
The mean-field variational inference optimizer is Lipschitz stable and differentiable in the target potential under strong log-concavity, with an explicit PDE for the derivative.