Certifying Model Accuracy under Distribution Shifts.
Aounon KumarAlexander LevineTom GoldsteinSoheil FeiziPublished in: CoRR (2022)
Keyphrases
- probability distribution
- computational model
- data sets
- probabilistic model
- spatial distribution
- conceptual model
- cost function
- prior knowledge
- objective function
- high level
- image segmentation
- knowledge base
- management system
- em algorithm
- feature selection
- process model
- mathematical model
- statistical model
- genetic algorithm
- bayesian framework
- machine learning