A Semi-Supervised AUC Optimization Method with Generative Models.
Akinori FujinoNaonori UedaPublished in: ICDM (2016)
Keyphrases
- optimization method
- generative model
- semi supervised
- optimization algorithm
- semi supervised learning
- simulated annealing
- optimization methods
- active learning
- evolutionary algorithm
- bayesian framework
- genetic algorithm
- unsupervised learning
- labeled data
- unlabeled data
- discriminative learning
- logistic regression
- discriminative methods
- discriminative models
- mixture model
- metaheuristic
- model selection
- co training
- decision trees
- classification accuracy
- pairwise
- nelder mead simplex
- conditional random fields
- differential evolution
- feature selection
- multi view
- object categories
- supervised learning
- learning algorithm
- naive bayes
- weakly supervised
- pairwise constraints
- search algorithm
- unlabelled data
- neural network
- learning process