L. Dinh, J. Sohl-Dickstein, and S. Bengio. (2016)cite arxiv:1605.08803Comment: 10 pages of main content, 3 pages of bibliography, 18 pages of appendix. Accepted at ICLR 2017.
D. Simpson, H. Rue, T. Martins, A. Riebler, and 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.