Mandoline: Model Evaluation under Distribution Shift.
Mayee F. ChenKaran GoelNimit Sharad SohoniFait PomsKayvon FatahalianChristopher RéPublished in: CoRR (2021)
Keyphrases
- computational model
- high level
- mathematical model
- statistical model
- neural network
- evaluation framework
- management system
- probability model
- formal model
- heavy tailed
- database
- power law
- evaluation model
- object model
- evaluation method
- prediction model
- sensitivity analysis
- parameter estimation
- prior knowledge
- expert systems