Measuring the Hardness of Stochastic Sampling on Bayesian Networks with Deterministic Causalities: the k-Test

Haohai Yu Robert A. van Engelen

Published in: CoRR (2012)

Keyphrases

stochastic sampling
bayesian networks
computationally inexpensive
simulated annealing
probabilistic inference
importance sampling
genetic algorithm
pairwise
probabilistic model
graphical models
conditional probabilities