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04/07/2022
Inference over radiative transfer models using variational and expectation maximization methods
Earth observation from satellites offers the possibility to monitor our ...
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04/16/2021
Integrating Domain Knowledge in Data-driven Earth Observation with Process Convolutions
The modelling of Earth observation data is a challenging problem, typica...
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12/07/2020
Deep Gaussian Processes for geophysical parameter retrieval
This paper introduces deep Gaussian processes (DGPs) for geophysical par...
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12/13/2019
Active emulation of computer codes with Gaussian processes – Application to remote sensing
Many fields of science and engineering rely on running simulations with ...
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11/14/2017
