Statistical and Computational Trade-Offs in Kernel K-Means.
Daniele CalandrielloLorenzo RosascoPublished in: CoRR (2019)
Keyphrases
- trade off
- k means
- statistical models
- statistical analysis
- similarity function
- hierarchical clustering
- kernel function
- data driven
- feature space
- gaussian processes
- positive definite
- cluster analysis
- statistical methods
- kernel methods
- spectral clustering
- mathematical programming
- data sets
- squared euclidean distance
- high dimensional
- support vector
- data mining
- neural network