J. Helton, T. Mai, and R. Speicher. (2015)cite arxiv:1511.05330Comment: We have undertaken a major revision, mainly for the sake of clarity and readability.
F. Huszár, and D. Duvenaud. (2012)cite arxiv:1204.1664Comment: Accepted as an oral presentation at Uncertainty in Artificial Intelligence 2012. Updated to fix several typos.
J. Brehmer, G. Louppe, J. Pavez, and K. Cranmer. (2018)cite arxiv:1805.12244Comment: Code available at https://github.com/johannbrehmer/simulator-mining-example . v2: Fixed typos. v3: Expanded discussion, added Lotka-Volterra example. v4: Improved clarity.
H. Forssell. (2011)cite arxiv:1109.0699Comment: 32 pages. This is the first pre-print version, the final revised version can be found at http://onlinelibrary.wiley.com/doi/10.1002/malq.201100080/abstract (posting of which is not allowed by Wiley). Changes in v2: updated comments.
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.
F. Nielsen, and R. Nock. (2011)cite arxiv:1112.4221Comment: 9 pages, 3 figures; Journal of Physics A: Mathematical and Theoretical, December 2011. IOP.
S. Dughmi. (2009)cite arxiv:0912.0322Comment: This revision corrects an error in definition 2.2, as well as provides additional intuition regarding the definitions of convex closure and concave closure.
D. Scobee, and S. Sastry. (2019)cite arxiv:1909.05477Comment: Published as a conference paper at the International Conference on Learning Representations (ICLR), 2020 (at https://openreview.net/forum?id=BJliakStvH ).
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.
M. Raginsky. (2011)cite arxiv:1110.0718Comment: 8 pages, uses ieeeconf.cls; to appear in Proc. 49th Annual Allerton Conf. on Communication, Control and Computing (2011).
S. Kaur, J. Cohen, and Z. Lipton. (2019)cite arxiv:1910.08640Comment: To appear in the "Science Meets Engineering of Deep Learning" Workshop at NeurIPS 2019.
S. Chen, E. Dobriban, and J. Lee. (2019)cite arxiv:1907.10905Comment: Changed title. Added results on overparametrized 2-layer nets. Added error bars to experiments. Numerous other minor improvements.