Multi-block Min-max Bilevel Optimization with Applications in Multi-task Deep AUC Maximization.
Quanqi HuYongjian ZhongTianbao YangPublished in: NeurIPS (2022)
Keyphrases
- min max
- multi task
- max min
- multi task learning
- feature selection
- multitask learning
- learning tasks
- multiple tasks
- multi class
- learning problems
- sparse learning
- optimization problems
- logistic regression
- transfer learning
- gaussian processes
- objective function
- decision trees
- learning algorithm
- text categorization
- model selection
- linear programming
- machine learning
- optimization methods
- information gain
- theoretical analysis
- mutual information