Unifying Model Explainability and Robustness via Machine-Checkable Concepts.
Vedant NandaTill SpeicherJohn P. DickersonKrishna P. GummadiMuhammad Bilal ZafarPublished in: CoRR (2020)
Keyphrases
- mathematical model
- high level
- network model
- probabilistic model
- management system
- statistical model
- computational model
- bayesian networks
- domain knowledge
- control system
- database
- em algorithm
- prior knowledge
- optimal solution
- sensitivity analysis
- bayesian framework
- formal model
- prediction model
- artificial intelligence