Learning Loss Functions for Semi-supervised Learning via Discriminative Adversarial Networks.
Cícero Nogueira dos SantosKahini WadhawanBowen ZhouPublished in: CoRR (2017)
Keyphrases
- semi supervised learning
- loss function
- boosting framework
- learning models
- semi supervised
- unsupervised learning
- supervised learning
- partially labeled data
- learning problems
- labeled and unlabeled data
- unlabeled data
- pairwise
- active learning
- learning algorithm
- support vector
- machine learning
- label propagation
- labeled data
- reinforcement learning
- co training
- learning process
- training data
- pairwise constraints
- text categorization
- learning tasks
- information extraction
- similarity measure
- expectation maximization
- support vector machine