Spectral Algorithms for Supervised Learning.
L. Lo GerfoLorenzo RosascoFrancesca OdoneErnesto De VitoAlessandro VerriPublished in: Neural Comput. (2008)
Keyphrases
- supervised learning
- learning algorithm
- orders of magnitude
- theoretical analysis
- optimization problems
- computational complexity
- recently developed
- times faster
- computationally efficient
- computational cost
- significant improvement
- optimal solution
- active learning
- evolutionary algorithm
- multi class
- data structure
- worst case
- unsupervised learning
- objective function
- training data
- machine learning algorithms
- image segmentation
- computer vision
- neural network