Neural Algorithmic Reasoning with Causal Regularisation.
Beatrice BevilacquaKyriacos NikiforouBorja IbarzIoana BicaMichela PaganiniCharles BlundellJovana MitrovicPetar VelickovicPublished in: ICML (2023)
Keyphrases
- causal reasoning
- causal knowledge
- network architecture
- causal networks
- knowledge base
- neural network
- qualitative simulation
- knowledge representation
- logical rules
- bio inspired
- qualitative models
- reasoning systems
- bayesian networks
- causal inferences
- formal models
- model selection
- neural model
- reasoning tasks
- automated reasoning
- default reasoning
- causal relationships
- proof theory
- energy functional
- biologically inspired
- possibilistic networks