Causal Abstractions of Neural Networks.
Atticus GeigerHanson LuThomas IcardChristopher PottsPublished in: CoRR (2021)
Keyphrases
- machine learning
- neural network
- pattern recognition
- causal relationships
- learning algorithm
- computational intelligence
- high level
- bayesian networks
- back propagation
- feed forward
- fuzzy logic
- data mining
- causal models
- neural network model
- genetic algorithm
- neural nets
- artificial neural networks
- causal reasoning
- network architecture
- training process
- multi layer
- self organizing maps
- database
- artificial intelligence
- recurrent neural networks
- fuzzy systems
- directed acyclic graph
- graphical models
- case study
- rule extraction
- reinforcement learning
- causal networks