How long, O Bayesian network, will I sample thee? A program analysis perspective on expected sampling times.
Kevin BatzBenjamin Lucien KaminskiJoost-Pieter KatoenChristoph MathejaPublished in: CoRR (2018)
Keyphrases
- bayesian networks
- sample size
- sampled data
- viewpoint
- structure learning
- parameter learning
- probabilistic reasoning
- random samples
- random sample
- incomplete data
- monte carlo
- progressive sampling
- random sampling
- orders of magnitude
- bayesian network learning
- sampling strategies
- graphical models
- sampling methods
- sample selection
- sampling strategy
- probabilistic model
- bayesian network inference
- uncertain knowledge
- expert systems
- active learning
- naive bayes
- bayesian network classifiers
- sampling algorithm
- continuous variables
- neural network
- model selection
- causal relationships