Michael Betancourt. The Fundamental Incompatibility of Scalable Hamiltonian Monte Carlo and Naive Data Subsampling. In Francis R. Bach, David M. Blei, editors, Proceedings of the 32nd International Conference on Machine Learning, ICML 2015, Lille, France, 6-11 July 2015. Volume 37 of JMLR Proceedings, pages 533-540, JMLR.org, 2015. [doi]
Abstract is missing.