Do not explain without context: addressing the blind spot of model explanations.
Katarzyna WoznicaKatarzyna PekalaHubert BanieckiWojciech KretowiczElzbieta SienkiewiczPrzemyslaw BiecekPublished in: CoRR (2021)
Keyphrases
- context dependent
- probabilistic model
- simulation model
- real time
- analytical model
- cost function
- conceptual model
- context aware
- conceptual framework
- formal model
- user model
- experimental data
- mathematical model
- expectation maximization
- management system
- probability distribution
- image segmentation
- decision making
- machine learning