Out-of-Core GPU-Accelerated Causal Structure Learning.
Christopher SchmidtJohannes HuegleSiegfried HorschigMatthias UflackerPublished in: ICA3PP (1) (2019)
Keyphrases
- structure learning
- gpu accelerated
- bayesian networks
- markov blanket
- graphical models
- conditional independence
- finite element
- real time
- markov logic networks
- conditional independence tests
- bayesian network classifiers
- parameter learning
- transfer learning
- parameter estimation
- causal relationships
- causal discovery
- causal models
- random variables
- belief propagation
- posterior probability
- markov networks
- sequence alignment
- probabilistic model
- network structure
- sample size
- optical flow
- similarity measure
- neural network