Nonparametric guidance of autoencoder representations using label information.
Jasper SnoekRyan P. AdamsHugo LarochellePublished in: J. Mach. Learn. Res. (2012)
Keyphrases
- label information
- semi supervised
- dimensionality reduction
- labeled data
- training data
- geometric structure
- distance metric
- graph embedding
- class labels
- unlabeled data
- multiple types
- transfer learning
- domain specific
- supervised learning
- labeled examples
- co training
- semi supervised learning
- high dimensional data
- training examples
- data sets
- classification accuracy
- learning environment
- feature extraction
- information retrieval
- machine learning