Nonlinear Pairwise Layer and Its Training for Kernel Learning.
Fanghui LiuXiaolin HuangChen GongJie YangLi LiPublished in: AAAI (2018)
Keyphrases
- kernel learning
- pairwise
- pairwise constraints
- semi supervised
- multiple kernel learning
- kernel function
- training process
- metric learning
- high order
- support vector regression
- kernel methods
- multi class
- semi supervised learning
- similarity measure
- supervised learning
- training set
- loss function
- dimensionality reduction
- higher order
- distance metric
- training examples
- learning tasks
- spectral clustering
- labeled data
- support vector machine
- kernel matrix
- recommender systems
- pattern recognition