Variance Reduced Stochastic Proximal Algorithm for AUC Maximization.
Soham DanDushyant SahooPublished in: ECML/PKDD (3) (2021)
Keyphrases
- learning algorithm
- objective function
- dynamic programming
- detection algorithm
- cost function
- experimental evaluation
- improved algorithm
- significant improvement
- optimal solution
- computational cost
- data sets
- optimization algorithm
- monte carlo
- theoretical analysis
- linear programming
- high accuracy
- preprocessing
- times faster
- simulated annealing
- classification algorithm
- computational complexity
- standard deviation
- recognition algorithm
- maximum flow
- logistic regression
- error rate
- naive bayes
- particle filter
- classification accuracy
- search space
- pairwise
- image sequences
- machine learning