Learning the Right Layers: a Data-Driven Layer-Aggregation Strategy for Semi-Supervised Learning on Multilayer Graphs.
Sara VenturiniAndrea CristofariFrancesco RinaldiFrancesco TudiscoPublished in: CoRR (2023)
Keyphrases
- semi supervised learning
- supervised learning
- data driven
- learning problems
- semi supervised
- unsupervised learning
- active learning
- co training
- learning models
- unlabeled data
- labeled and unlabeled data
- graph transduction
- multi view learning
- labeled data
- incremental learning
- learning process
- boosting framework
- learning algorithm
- supervised learning algorithms
- prior knowledge
- reinforcement learning
- partially labeled
- single layer
- machine learning
- covariate shift
- graph construction
- learning tasks
- machine learning algorithms
- information retrieval
- labeled examples
- labeled instances
- domain adaptation