Generalization Bounds For Unsupervised and Semi-Supervised Learning With Autoencoders.
Baruch EpsteinRon MeirPublished in: CoRR (2019)
Keyphrases
- generalization bounds
- unsupervised and semi supervised learning
- semi supervised
- data dependent
- denoising
- generalization ability
- kernel machines
- learning theory
- model selection
- semi supervised learning
- learning problems
- vc dimension
- ranking algorithm
- statistical learning theory
- linear classifiers
- unlabeled data
- active learning
- labeled data
- pairwise
- unsupervised learning
- learning machines
- supervised learning
- statistical learning
- machine learning
- cross validation
- low rank
- support vector
- image processing