Shadow-Mapping for Unsupervised Neural Causal Discovery.
Matthew J. VowelsNecati Cihan CamgözRichard BowdenPublished in: CVPR Workshops (2021)
Keyphrases
- causal discovery
- causal models
- causal relationships
- neural network
- causal structure
- bayesian networks
- directed acyclic graph
- discovery process
- network architecture
- semi supervised
- observational data
- markov blanket
- database
- conditional independence
- feature selection
- machine learning
- light source
- weakly supervised
- microarray
- real world
- knowledge discovery
- prior knowledge
- decision trees