Stochastic Proximal Algorithms for AUC Maximization.
Michael NatoleYiming YingSiwei LyuPublished in: ICML (2018)
Keyphrases
- learning algorithm
- times faster
- machine learning algorithms
- significant improvement
- theoretical analysis
- benchmark datasets
- computational cost
- recently developed
- feature selection
- computationally efficient
- dynamic programming
- active learning
- data structure
- orders of magnitude
- monte carlo
- computational efficiency
- genetic algorithm