Returning The Favour: When Regression Benefits From Probabilistic Causal Knowledge.
Shahine BouabidJake FawkesDino SejdinovicPublished in: CoRR (2023)
Keyphrases
- causal knowledge
- conditional probabilities
- bayesian networks
- diagnostic knowledge
- probabilistic model
- regression model
- causal explanation
- causal reasoning
- causal relationships
- probability distribution
- belief networks
- linear regression
- logic programs
- generative model
- neural network
- graphical models
- knowledge representation
- feature vectors
- expert systems
- natural language
- knowledge base
- real world