Learning the Optimal Neighborhood Kernel for Classification.
Jun LiuJianhui ChenSongcan ChenJieping YePublished in: IJCAI (2009)
Keyphrases
- supervised learning
- learning process
- learning tasks
- feature space
- learning algorithm
- unsupervised learning
- image classification
- prior knowledge
- support vector
- classification and regression problems
- structured output
- kernel machines
- discriminative learning
- kernel learning
- machine learning methods
- learning systems
- kernel function
- feature selection
- online learning
- classification accuracy
- machine learning
- pattern classification
- incremental learning
- learning phase
- decision trees
- labeled and unlabeled data
- reinforcement learning
- semi supervised
- optimal kernel
- feature vectors