NP-Match: Towards a New Probabilistic Model for Semi-Supervised Learning.
Jianfeng WangXiaolin HuThomas LukasiewiczPublished in: CoRR (2023)
Keyphrases
- semi supervised learning
- probabilistic model
- semi supervised
- unlabeled data
- labeled data
- generative model
- supervised learning
- unsupervised learning
- semi supervised classification
- co training
- language model
- machine learning
- learning problems
- semi supervised learning algorithms
- transfer learning
- regularization framework
- label propagation
- bayesian networks
- training data
- expectation maximization
- labeled examples
- improve the classification accuracy
- semi supervised learning methods
- manifold regularization
- labeled and unlabeled data
- principal component analysis
- active learning
- domain adaptation
- semi supervised clustering
- data sets
- graph construction
- learning models
- data mining