Causal datasheet: An approximate guide to practically assess Bayesian networks in the real world.
Bradley ButcherVincent S. HuangJeremy ReffinSema K. SgaierGrace CharlesNovi QuadriantoPublished in: CoRR (2020)
Keyphrases
- bayesian networks
- real world
- wide range
- causal relationships
- case study
- probabilistic model
- data sets
- structure learning
- expert knowledge
- junction tree
- conditional independence
- probabilistic reasoning
- causal discovery
- probability distribution
- real life
- causal networks
- inference in bayesian networks
- neural network
- graphical models
- approximate inference
- probabilistic inference
- bayesian belief networks
- synthetic data
- learning bayesian networks
- naive bayes
- genetic algorithm
- bayesian network learning