Particle Gibbs with Ancestor Sampling for Probabilistic Programs

Jan-Willem van de Meent, Hongseok Yang, Vikash Mansinghka, Frank Wood. Particle Gibbs with Ancestor Sampling for Probabilistic Programs. In Guy Lebanon, S. V. N. Vishwanathan, editors, Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, AISTATS 2015, San Diego, California, USA, May 9-12, 2015. Volume 38 of JMLR Proceedings, JMLR.org, 2015. [doi]

Abstract

Abstract is missing.