A unified kernel sparse representation framework for supervised learning problems.
Junyou YeZhixia YangYongqi ZhuZheng ZhangPublished in: Neural Comput. Appl. (2024)
Keyphrases
- learning problems
- sparse representation
- learning algorithm
- multiple kernel learning
- supervised learning
- kernel methods
- dictionary learning
- learning tasks
- multi task
- compressive sensing
- machine learning
- probabilistic model
- sparse coding
- kernel machines
- reinforcement learning
- reproducing kernel hilbert space
- image classification
- unsupervised learning
- face recognition
- data mining
- multiple instance learning
- neural network
- structured sparsity
- random projections
- semi supervised learning
- semi supervised
- multi class
- feature space
- support vector