1 code implementation • 1 Jul 2021 • Laila Melkas, Rafael Savvides, Suyog Chandramouli, Jarmo Mäkelä, Tuomo Nieminen, Ivan Mammarella, Kai Puolamäki
We present a workflow that is required to take this knowledge into account and to apply CSD algorithms in Earth system sciences.
no code implementations • 1 Jun 2021 • Antti Honkela, Laila Melkas
We achieve this by using sparse GP methodology and publishing a private variational approximation on known inducing points.