A novel robust kernel for visual learning problems.
Chia-Te LiaoShang-Hong LaiPublished in: Neurocomputing (2011)
Keyphrases
- learning problems
- kernel methods
- learning tasks
- multiple kernel learning
- kernel based learning
- supervised learning
- machine learning
- reproducing kernel hilbert space
- kernel function
- binary classification
- semi supervised learning
- machine learning algorithms
- statistical learning theory
- learning algorithm
- kernel machines
- sample complexity
- multi task learning
- kernel matrix
- reinforcement learning
- computational learning theory
- support vector
- multi task
- feature space
- pac learning
- probabilistic model
- generalization bounds
- support vector machine
- image processing
- face recognition
- semi supervised
- convex optimization problems
- natural language processing