Quadruply Stochastic Gradient Method for Large Scale Nonlinear Semi-Supervised Ordinal Regression AUC Optimization.
Wanli ShiBin GuXiang LiHeng HuangPublished in: CoRR (2019)
Keyphrases
- gradient method
- ordinal regression
- semi supervised
- optimization methods
- convergence rate
- gaussian processes
- gaussian process
- multiple criteria
- binary classification
- semi supervised learning
- optimization method
- decision trees
- negative matrix factorization
- optimization problems
- unlabeled data
- genetic algorithm
- labeled data
- logistic regression
- low dimensional
- image classification
- text mining
- reinforcement learning
- survival analysis
- similarity measure
- feature selection