The Causal-Neural Connection: Expressiveness, Learnability, and Inference.
Kevin XiaKai-Zhan LeeYoshua BengioElias BareinboimPublished in: CoRR (2021)
Keyphrases
- bayesian networks
- causal inference
- network architecture
- expressive power
- probabilistic inference
- neural network
- causal theories
- causal reasoning
- inference process
- boolean functions
- neural model
- finite automata
- grammatical inference
- efficient learning
- causal relationships
- inference engine
- bayesian inference
- associative memory
- causal independence
- learning algorithm
- biologically plausible
- causal discovery
- causal models
- biologically inspired
- belief networks
- sufficient conditions
- decision trees
- machine learning