Emilio Porcu

Unified Native Spaces in Kernel Methods

2025 · arXiv (Cornell University)

There exists a plethora of parametric models for positive definite kernels, and their use is ubiquitous in disciplines as diverse as statistics, machine learning, numerical analysis, and approximation theory. Usually, the kernel parameters index certain …