Learning From Noisy Singly-labeled Data.
Ashish KhetanZachary C. LiptonAnima AnandkumarPublished in: CoRR (2017)
Keyphrases
- labeled data
- supervised learning
- labeled and unlabeled data
- learning algorithm
- active learning
- semi supervised learning
- semi supervised
- unlabeled data
- domain adaptation
- training data
- learning tasks
- prior knowledge
- learning process
- text classification
- supervised learning algorithms
- background knowledge
- sample selection bias
- data points
- labeled instances
- co training
- class labels
- unsupervised learning
- transfer learning
- learning problems
- reinforcement learning
- semi supervised classification
- labeled training data
- incremental learning
- machine learning
- kernel learning
- learning environment
- high dimensional
- labeling effort