ABSTRACT
No abstract available.
Index Terms
- Sampling Broadway
Recommendations
AND/OR importance sampling
UAI'08: Proceedings of the Twenty-Fourth Conference on Uncertainty in Artificial IntelligenceThe paper introduces AND/OR importance sampling for probabilistic graphical models. In contrast to importance sampling, AND/OR importance sampling caches samples in the AND/OR space and then extracts a new sample mean from the stored samples. We prove ...
Fast balanced sampling for highly stratified population
Balanced sampling is a very efficient sampling design when the variable of interest is correlated to the auxiliary variables on which the sample is balanced. A procedure to select balanced samples in a stratified population has previously been proposed. ...
Importance sampling: a review
AbstractWe provide a short overview of importance sampling—a popular sampling tool used for Monte Carlo computing. We discuss its mathematical foundation and properties that determine its accuracy in Monte Carlo approximations. We review the fundamental ...
Comments