Learning From Noisy Singly-labeled Data.
Ashish KhetanZachary C. LiptonAnimashree AnandkumarPublished in: ICLR (Poster) (2018)
Keyphrases
- labeled data
- learning algorithm
- supervised learning
- active learning
- semi supervised learning
- semi supervised
- labeled and unlabeled data
- unlabeled data
- domain adaptation
- prior knowledge
- training data
- co training
- learning process
- learning problems
- sample selection bias
- reinforcement learning
- supervised learning algorithms
- machine learning
- transfer learning
- labeling effort
- text classification
- semi supervised classification
- labeled instances
- neural network
- partially labeled data
- feature engineering
- incremental learning
- learning tasks
- class labels