Generating Efficient MCMC Kernels from Probabilistic Programs

Lingfeng Yang, Pat Hanrahan, Noah D. Goodman. Generating Efficient MCMC Kernels from Probabilistic Programs. In Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, AISTATS 2014, Reykjavik, Iceland, April 22-25, 2014. Volume 33 of JMLR Proceedings, pages 1068-1076, JMLR.org, 2014. [doi]

Abstract

Abstract is missing.