Leveraging Semi-Supervised Learning for Fairness using Neural Networks.
Vahid NorooziSara BahaadiniSamira SheikhiNooshin MojabPhilip S. YuPublished in: ICMLA (2019)
Keyphrases
- semi supervised learning
- neural network
- unlabeled data
- semi supervised
- labeled data
- semi supervised classification
- supervised learning
- unsupervised learning
- pattern recognition
- label propagation
- manifold regularization
- co training
- learning problems
- machine learning
- training data
- graph based semi supervised learning
- active learning
- learning models
- labeled examples
- improve the classification accuracy
- transfer learning
- semi supervised learning algorithms
- domain adaptation
- object recognition
- graph construction
- semi supervised learning methods
- graph transduction
- multi view
- feature selection
- text mining
- text classification