Gaussian Mean Field Regularizes by Limiting Learned Information

Julius Kunze, Louis Kirsch, Hippolyt Ritter +1

Variational inference with a factorized Gaussian posterior estimate is a widely used approach for learning parameters and hidden variables. Empirically, a regularizing effect can b…