Semi-Supervised Machine Learning: a Homological Approach.
Adrián InésCésar DomínguezJónathan HerasGadea MataJulio RubioPublished in: CoRR (2023)
Keyphrases
- semi supervised
- machine learning
- semi supervised learning
- supervised learning
- active learning
- labeled data
- unsupervised learning
- learning algorithm
- explanation based learning
- data mining
- pattern recognition
- unlabeled data
- supervised and semi supervised
- transfer learning
- semi supervised clustering
- model selection
- knowledge acquisition
- multi view
- text mining
- decision trees
- pairwise constraints
- metric learning
- data analysis
- semi supervised classification
- label propagation
- supervised machine learning
- learning systems
- knowledge representation
- training data
- prior knowledge
- pairwise
- betti numbers
- machine learning algorithms
- subspace learning
- inductive learning
- manifold learning
- learning problems
- learning tasks
- machine learning methods
- social networks
- computer vision
- computer science