GPUCSL: GPU-Based Library for Causal Structure Learning.
Tom BraunBen HurdelheyDominik MeierPetr TsayunChristopher HagedornJohannes HuegleRainer SchlosserPublished in: ICDM (Workshops) (2022)
Keyphrases
- structure learning
- bayesian networks
- markov blanket
- graphical models
- conditional independence
- parameter learning
- bayesian network structure learning
- causal models
- causal relationships
- markov logic networks
- transfer learning
- conditional independence tests
- bayesian network classifiers
- network structure
- parameter estimation
- markov networks
- probabilistic model
- random variables
- causal discovery
- hidden variables
- probability distribution
- social networks
- directed acyclic graph
- probabilistic graphical models
- causal reasoning
- structure learning algorithm
- learning process
- training data