MUSCLE: Strengthening Semi-Supervised Learning Via Concurrent Unsupervised Learning Using Mutual Information Maximization.
Hanchen XieMohamed E. HusseinAram GalstyanWael Abd-AlmageedPublished in: CoRR (2020)
Keyphrases
- semi supervised learning
- unsupervised learning
- mutual information maximization
- competitive learning
- mutual information
- supervised learning
- semi supervised
- self organizing maps
- unlabeled data
- data clustering
- semi supervised classification
- manifold regularization
- machine learning
- free energy
- label propagation
- dimensionality reduction
- object recognition
- expectation maximization
- co training
- cluster analysis
- feature selection
- information theoretic
- model selection
- labeled and unlabeled data
- semi supervised learning algorithms
- graph based semi supervised learning
- text classification
- labeled data
- transfer learning
- maximum likelihood
- image processing
- principal component analysis
- image registration
- feature vectors