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Computing the partition function, ensemble averages, and density of states for lattice spin systems by sampling the mean.

Dirk Gillespie
Published in: J. Comput. Phys. (2013)
Keyphrases
  • conditional random fields
  • structured prediction
  • partition function
  • information extraction
  • generative model
  • learning algorithm
  • random sampling
  • distributed systems
  • model selection
  • hyperplane
  • importance sampling