Sparse and Faithful Explanations Without Sparse Models.
Yiyang SunZhi ChenVittorio OrlandiTong WangCynthia RudinPublished in: CoRR (2024)
Keyphrases
- sparse data
- dictionary learning
- high dimensional
- prior knowledge
- data sets
- compressed sensing
- mathematical models
- sparse coding
- sparse representation
- parameter estimation
- model selection
- genetic algorithm
- database
- graphical models
- complex systems
- experimental data
- case based reasoning
- pairwise
- causal models
- knowledge base
- compressive sensing
- explanatory power
- signal recovery