The Value of Nullspace Tuning Using Partial Label Information.
Colin B. HansenVishwesh NathDiego A. MesaYuankai HuoBennett A. LandmanThomas A. LaskoPublished in: CoRR (2020)
Keyphrases
- label information
- null space
- semi supervised
- dimensionality reduction
- linear discriminant analysis
- training data
- distance metric
- class labels
- labeled data
- principal components
- singular value decomposition
- unlabeled data
- geometric structure
- transfer learning
- novelty detection
- semi supervised learning
- low dimensional
- principal component analysis
- pattern recognition
- support vector
- theoretical guarantees
- image processing
- data sets
- high dimensional data
- unsupervised learning
- multi view
- support vector machine
- active learning
- high dimensional
- singular values