Mandoline: Model Evaluation under Distribution Shift.
Mayee F. ChenKaran GoelNimit Sharad SohoniFait PomsKayvon FatahalianChristopher RéPublished in: ICML (2021)
Keyphrases
- probabilistic model
- probability distribution
- sensitivity analysis
- evaluation framework
- probability model
- evaluation model
- prior knowledge
- management system
- parameter estimation
- mathematical model
- simulation model
- computational model
- object model
- prediction model
- closed form
- hierarchical structure
- data sets
- evolutionary algorithm
- similarity measure
- search engine
- neural network