Benjamin M. Marlin, Nando de Freitas. Asymptotic Efficiency of Deterministic Estimators for Discrete Energy-Based Models: Ratio Matching and Pseudolikelihood. In Fabio Gagliardi Cozman, Avi Pfeffer, editors, UAI 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011. pages 497-505, AUAI Press, 2011. [doi]
Abstract is missing.