Accounting for Input Noise in Gaussian Process Parameter Retrieval

J. Emmanuel Johnson, Valero Laparra, Gustau Camps-Valls

Gaussian processes (GPs) are a class of Kernel methods that have shown to be very useful in geoscience and remote sensing applications for parameter retrieval, model inversion, and…