DiConStruct: Causal Concept-based Explanations through Black-Box Distillation.
Ricardo MoreiraJacopo BonoMário CardosoPedro SaleiroMário A. T. FigueiredoPedro BizarroPublished in: CoRR (2024)
Keyphrases
- black box
- causal models
- black boxes
- causal relationships
- white box
- causal reasoning
- causal relations
- white box testing
- integration testing
- bayesian networks
- generating explanations
- hybrid systems
- test cases
- rule extraction
- state transition
- qualitative models
- directed acyclic graph
- training data
- video retrieval
- text categorization
- feature space