7 citations · 10 across the 2 of their papers we have counts for
2 papers
cs.AI2013★ 3 cited
Error Estimation in Approximate Bayesian Belief Network Inference
Enrique F. Castillo, Remco R. Bouckaert, Jose M. Sarabia +1
We can perform inference in Bayesian belief networks by enumerating instantiations with high probability thus approximating the marginals. In this paper, we present a method for de…
cs.AI2013★ 7 cited
Tail Sensitivity Analysis in Bayesian Networks
Enrique F. Castillo, Cristina Solares, Patricia Gomez
The paper presents an efficient method for simulating the tails of a target variable Z=h(X) which depends on a set of basic variables X=(X_1, ..., X_n). To this aim, variables X_i,…