CausalOps - Towards an industrial lifecycle for causal probabilistic graphical models.
Robert MaierAndreas SchlattlThomas GuessJürgen MottokPublished in: Inf. Softw. Technol. (2024)
Keyphrases
- probabilistic graphical models
- graphical models
- markov blanket
- bayesian networks
- markov networks
- first order logic
- latent variables
- parameter learning
- belief propagation
- conditional random fields
- exact inference
- approximate inference
- random variables
- hidden variables
- probabilistic inference
- maximum margin
- causal models
- probabilistic model
- belief functions
- belief networks