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Integrating Domain Knowledge in Data-Driven Earth Observation With Process Convolutions.

, , , , , and . IEEE Trans. Geosci. Remote. Sens., (2022)

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Active emulation of computer codes with Gaussian processes - Application to remote sensing., , and . Pattern Recognit., (2020)Inference over radiative transfer models using variational and expectation maximization methods., , , , , and . CoRR, (2022)Deep Gaussian Processes for geophysical parameter retrieval., , , and . CoRR, (2020)Integrating Domain Knowledge in Data-driven Earth Observation with Process Convolutions., , , , , and . CoRR, (2021)Joint Gaussian Processes for Biophysical Parameter Retrieval., , , , and . IEEE Trans. Geosci. Remote. Sens., 56 (3): 1718-1727 (2018)Joint Gaussian processes for inverse modeling., , , and . IGARSS, page 3980-3983. IEEE, (2017)Joint Gaussian Processes for Biophysical Parameter Retrieval., , , , and . CoRR, (2017)Inference over radiative transfer models using variational and expectation maximization methods., , , , , and . Mach. Learn., 112 (3): 921-937 (March 2023)Deep Gaussian Processes for Biogeophysical Parameter Retrieval and Model Inversion., , , , and . CoRR, (2021)Deep Gaussian Processes for Geophysical Parameter Retrieval., , , and . IGARSS, page 6175-6178. IEEE, (2018)