Evolving Gaussian Process kernels from elementary mathematical expressions

Ibai Roman, Roberto Santana, Alexander Mendiburu +1

Choosing the most adequate kernel is crucial in many Machine Learning applications. Gaussian Process is a state-of-the-art technique for regression and classification that heavily…