Improved Kernel Alignment Regret Bound for Online Kernel Learning.
Junfan LiShizhong LiaoPublished in: CoRR (2022)
Keyphrases
- kernel learning
- online learning
- kernel function
- kernel matrix
- kernel methods
- multiple kernel learning
- support vector regression
- semi supervised
- pairwise constraints
- support vector
- regret bounds
- learning tasks
- feature space
- distance metric
- linear combination
- learning algorithm
- least squares
- upper bound
- support vector machine
- lower bound
- face recognition