Estimating the Partition Function of Graphical Models Using Langevin Importance Sampling

Jianzhu Ma, Jian Peng 0001, Sheng Wang, Jinbo Xu. Estimating the Partition Function of Graphical Models Using Langevin Importance Sampling. In Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, AISTATS 2013, Scottsdale, AZ, USA, April 29 - May 1, 2013. Volume 31 of JMLR Proceedings, pages 433-441, JMLR.org, 2013. [doi]

Abstract

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