Learning Structured Gaussians to Approximate Deep Ensembles

Ivor J. A. Simpson, Sara Vicente, Neill D. F. Campbell

This paper proposes using a sparse-structured multivariate Gaussian to provide a closed-form approximator for the output of probabilistic ensemble models used for dense image predi…