Robust scalable initialization for Bayesian variational inference with multi-modal Laplace approximations

Wyatt Bridgman, Reese Jones, Mohammad Khalil

For predictive modeling relying on Bayesian inversion, fully independent, or ``mean-field'', Gaussian distributions are often used as approximate probability density functions in v…