Daniel Heestermans Svendsen

14 papers C 3Misc 1Journal 10
YearRankTypeTitle / Venue / Authors
2023 J jnl
Inference over radiative transfer models using variational and expectation maximization methods.
Mach. Learn.
Daniel Heestermans Svendsen, Daniel Hernández-Lobato, Luca Martino, Valero Laparra, Álvaro Moreno-Martínez, Gustau Camps-Valls
2022 J jnl
Inference over radiative transfer models using variational and expectation maximization methods.
CoRR
Daniel Heestermans Svendsen, Daniel Hernández-Lobato, Luca Martino, Valero Laparra, Álvaro Moreno, Gustau Camps-Valls
2022 J jnl
Integrating Domain Knowledge in Data-Driven Earth Observation With Process Convolutions.
IEEE Trans. Geosci. Remote. Sens.
Daniel Heestermans Svendsen, Maria Piles, Jordi Muñoz-Marí, David Luengo, Luca Martino, Gustau Camps-Valls
2021 J jnl
Deep Gaussian Processes for Biogeophysical Parameter Retrieval and Model Inversion.
CoRR
Daniel Heestermans Svendsen, Pablo Morales-Alvarez, Ana Belen Ruescas, Rafael Molina, Gustau Camps-Valls
2021 J jnl
Integrating Domain Knowledge in Data-driven Earth Observation with Process Convolutions.
CoRR
Daniel Heestermans Svendsen, Maria Piles, Jordi Muñoz-Marí, David Luengo, Luca Martino, Gustau Camps-Valls
2020 J jnl
Active emulation of computer codes with Gaussian processes - Application to remote sensing.
Pattern Recognit.
Daniel Heestermans Svendsen, Luca Martino, Gustau Camps-Valls
2020 Misc conf
Adaptive Sequential Interpolator Using Active Learning for Efficient Emulation of Complex Systems.
ICASSP
Luca Martino, Daniel Heestermans Svendsen, Jorge Vicent, Gustau Camps-Valls
2020 J jnl
Deep Gaussian Processes for geophysical parameter retrieval.
CoRR
Daniel Heestermans Svendsen, Pablo Morales-Álvarez, Rafael Molina, Gustau Camps-Valls
2019 J jnl
Active emulation of computer codes with Gaussian processes - Application to remote sensing.
CoRR
Daniel Heestermans Svendsen, Luca Martino, Gustau Camps-Valls
2018 C conf
Deep Gaussian Processes for Geophysical Parameter Retrieval.
IGARSS
Daniel Heestermans Svendsen, Pablo Morales-Alvarez, Rafael Molina, Gustau Camps-Valls
2018 J jnl
Joint Gaussian Processes for Biophysical Parameter Retrieval.
IEEE Trans. Geosci. Remote. Sens.
Daniel Heestermans Svendsen, Luca Martino, Manuel Campos-Taberner, Francisco Javier García-Haro, Gustau Camps-Valls
2018 C conf
Multioutput Automatic Emulator for Radiative Transfer Models.
IGARSS
Daniel Heestermans Svendsen, Luca Martino, Jorge Vicent, Gustau Camps-Valls
2017 J jnl
Joint Gaussian Processes for Biophysical Parameter Retrieval.
CoRR
Daniel Heestermans Svendsen, Luca Martino, Manuel Campos-Taberner, Francisco Javier García-Haro, Gustau Camps-Valls
2017 C conf
Joint Gaussian processes for inverse modeling.
IGARSS
Daniel Heestermans Svendsen, Luca Martino, Manuel Campos-Taberner, Gustau Camps-Valls