Relaxed Exponential Kernels for Unsupervised Learning.
Karim T. Abou-MoustafaMohak ShahFernando De la TorreFrank P. FerriePublished in: DAGM-Symposium (2011)
Keyphrases
- unsupervised learning
- supervised learning
- dimensionality reduction
- semi supervised
- semi supervised learning
- kernel function
- kernel methods
- support vector
- deep learning
- object recognition
- gaussian kernels
- optimal solution
- multiple kernel
- expectation maximization
- data mining
- kernel learning
- linear complexity
- multiple kernel learning
- principal component analysis
- model selection
- training set
- lower bound
- feature space
- pattern recognition
- training data
- feature extraction
- machine learning