Stability and Generalization of Kernel Clustering: from Single Kernel to Multiple Kernel.
Weixuan LiangXinwang LiuYong LiuSihang ZhouJun-Jie HuangSiwei WangJiyuan LiuYi ZhangEn ZhuPublished in: NeurIPS (2022)
Keyphrases
- multiple kernel
- kernel methods
- multiple kernel learning
- kernel learning
- linear combination
- support vector machine
- clustering algorithm
- kernel function
- k means
- learning problems
- kernel matrix
- distance metric
- feature space
- multiple features
- support vector
- feature extraction
- string kernels
- distance metric learning
- data sets
- optimal kernel