Kaleidoscope: Semantically-grounded, context-specific ML model evaluation.
Harini SureshDivya ShanmugamTiffany ChenAnnie G. BryanAlexander D'AmourJohn V. GuttagArvind SatyanarayanPublished in: CHI (2023)
Keyphrases
- context specific
- evaluation method
- mathematical model
- formal model
- probabilistic model
- management system
- computational model
- evaluation model
- multiscale
- experimental data
- maximum likelihood
- simulation model
- sensitivity analysis
- statistical model
- neural network
- general purpose
- trade off
- bayesian networks
- similarity measure
- high level
- machine learning