A Learning Generalization Bound with an Application to Sparse-Representation Classifiers.
Yoram GatPublished in: Mach. Learn. (2001)
Keyphrases
- sparse representation
- dictionary learning
- face recognition
- learning algorithm
- neural network
- compressed sensing
- image classification
- image patches
- joint optimization
- training set
- learning tasks
- learning problems
- sparse coding
- group sparsity
- data sets
- compressive sensing
- image representation
- multi class
- active learning
- support vector
- decision trees