eGAN: Unsupervised Approach to Class Imbalance Using Transfer Learning.
Ademola OkerindeWilliam HsuTom TheisNasik NafiLior ShamirPublished in: CAIP (1) (2021)
Keyphrases
- transfer learning
- class imbalance
- active learning
- semi supervised
- supervised learning
- labeled data
- class distribution
- learning tasks
- cost sensitive
- machine learning
- learning algorithm
- unlabeled data
- unsupervised learning
- semi supervised learning
- cross domain
- multi task
- reinforcement learning
- machine learning algorithms
- feature selection
- high dimensionality
- misclassification costs
- training examples
- training set
- concept drift
- training data
- transfer knowledge
- target domain
- collaborative filtering
- data sets
- text classification
- text categorization