VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain.
Jinsung YoonYao ZhangJames JordonMihaela van der SchaarPublished in: NeurIPS (2020)
Keyphrases
- data mining
- semi supervised learning
- machine learning
- semi supervised
- unlabeled data
- labeled data
- transfer learning
- domain adaptation
- unsupervised learning
- supervised learning
- semi supervised classification
- opinion detection
- manifold regularization
- training data
- improve the classification accuracy
- learning problems
- label propagation
- semi supervised learning algorithms
- semi supervised learning methods
- co training
- real world
- labeled examples
- graph construction
- regularization framework
- active learning
- graph based semi supervised learning
- learning models
- labeled and unlabeled data
- text classification
- learning algorithm
- transductive support vector machine
- cross domain
- face recognition
- pairwise
- learning process
- unlabeled samples
- multi view