J. Huggins, M. Kasprzak, T. Campbell, und T. Broderick. (2019)cite arxiv:1910.04102Comment: A python package for carrying out our validated variational inference workflow -- including doing black-box variational inference and computing the bounds we develop in this paper -- is available at https://github.com/jhuggins/viabel. The same repository also contains code for reproducing all of our experiments.
D. Simpson, H. Rue, T. Martins, A. Riebler, und S. Sørbye. (2014)cite arxiv:1403.4630Comment: Major revision of previous version. Includes a beefed up literature review and new desiderata for hierarchical priors. Removes (for space) the Cox proportional hazard model and the section on hyperparameters for Gaussian random fields.