Do learned representations respect causal relationships?
Lan WangVishnu Naresh BoddetiPublished in: CVPR (2022)
Keyphrases
- causal relationships
- previously unknown
- bayesian networks
- causal models
- data mining
- causal structure
- causal discovery
- fuzzy cognitive maps
- causal relations
- causal networks
- structural descriptions
- empirically derived
- latent variables
- structural model
- model selection
- random variables
- probabilistic inference
- dynamic programming
- information retrieval
- linear models
- data sets