Unsupervised learning of disentangled representations in deep restricted kernel machines with orthogonality constraints.
Francesco ToninPanagiotis PatrinosJohan A. K. SuykensPublished in: Neural Networks (2021)
Keyphrases
- unsupervised learning
- kernel machines
- deep belief networks
- semi supervised
- deep architectures
- semi supervised learning
- supervised learning
- support vector
- multiple kernel learning
- dimensionality reduction
- object recognition
- unlabeled data
- kernel function
- data sets
- special case
- prior knowledge
- learning tasks
- feature space
- feature selection
- machine learning