The Rich Get Richer: Disparate Impact of Semi-Supervised Learning.
Zhaowei ZhuTianyi LuoYang LiuPublished in: CoRR (2021)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- machine learning
- co training
- unsupervised learning
- semi supervised classification
- active learning
- learning problems
- label propagation
- graph based semi supervised learning
- improve the classification accuracy
- training data
- learning models
- manifold regularization
- semi supervised learning algorithms
- regularization framework
- semi supervised learning methods
- real world
- domain adaptation
- data points
- object recognition
- pattern recognition
- computer vision
- data sets
- labeled examples
- transfer learning
- decision trees
- opinion detection