Federated Compositional Deep AUC Maximization.
Xinwen ZhangYihan ZhangTianbao YangRichard SouvenirHongchang GaoPublished in: CoRR (2023)
Keyphrases
- probability estimation
- logistic regression
- receiver operating characteristic
- model selection
- feature selection
- digital libraries
- classification accuracy
- error rate
- roc curve
- decision trees
- learning algorithm
- federated search
- objective function
- data sources
- class distribution
- distributed systems
- deep learning
- misclassification rate
- receiver operator characteristic
- naive bayes
- active learning
- bayesian networks
- case study
- metadata
- leave one out cross validation
- real world
- newly constructed
- databases