DiConStruct: Causal Concept-based Explanations through Black-Box Distillation.
Ricardo Miguel de Oliveira MoreiraJacopo BonoMário CardosoPedro SaleiroMário A. T. FigueiredoPedro BizarroPublished in: CLeaR (2024)
Keyphrases
- black box
- causal models
- black boxes
- white box
- causal relationships
- test cases
- rule extraction
- generating explanations
- text categorization
- causal relations
- causal reasoning
- hybrid systems
- qualitative models
- artificial intelligence
- data management
- directed acyclic graph
- rough sets
- neural network
- integration testing
- learning algorithm