Numerical Analysis, Optimization, Dimensionality Reduction, Curse Of Dimensionality, Reduced Order Modeling.
of…medium.com Kernelization and localization We present two main extensions based on kernel methods, and to localization methods, to go beyond linear reduction. In the first approach the idea behind kernel-based AS or KAS [10], is to map the input parameters to an intermediate feature space, with