Unknown-Aware Graph Regularization for Robust Semi-supervised Learning from Uncurated Data.
Heejo KongSuneung KimHo-Joong KimSeong-Whan LeePublished in: AAAI (2024)
Keyphrases
- semi supervised learning
- labeled data
- unlabeled data
- data sets
- training data
- semi supervised
- semi supervised classification
- graph based semi supervised learning
- data distribution
- high dimensional data
- learning models
- graph construction
- knowledge discovery
- data points
- graph laplacian
- data analysis
- training samples
- missing data
- active learning
- label propagation
- labeled training data
- expectation maximization
- regularization framework
- manifold regularization
- feature extraction