Kernel Methods and their derivatives: Concept and perspectives for the Earth system sciences

J. Emmanuel Johnson, Valero Laparra, Adrián Pérez-Suay +2

Kernel methods are powerful machine learning techniques which implement generic non-linear functions to solve complex tasks in a simple way. They Have a solid mathematical backgrou…