Simple and Effective Regularization Methods for Training on Noisily Labeled Data with Generalization Guarantee.
Wei HuZhiyuan LiDingli YuPublished in: ICLR (2020)
Keyphrases
- labeled data
- unlabeled data
- supervised learning
- semi supervised learning
- semi supervised
- labeled training data
- regularization methods
- training examples
- active learning
- labeled data for training
- training data
- text classification
- transfer learning
- domain adaptation
- class labels
- labeled and unlabeled data
- training set
- co training
- prior knowledge
- data points
- regularization method
- learning algorithm
- unsupervised learning
- target domain
- total variation
- test set
- convex optimization
- training samples