Self-regularized causal structure discovery for trajectory-based networks.
Victor W. ChuRaymond K. WongFang ChenSimon FongPatrick C. K. HungPublished in: J. Comput. Syst. Sci. (2016)
Keyphrases
- causal structure
- causal discovery
- observational data
- causal relationships
- causal models
- discovery process
- experimental data
- causal ordering
- causal networks
- directed acyclic graph
- knowledge discovery
- bayesian networks
- search algorithm
- databases
- latent variables
- upper bound
- causal graph
- video sequences
- objective function
- machine learning