Daniel Heestermans Svendsen

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 14

Top Topics

Gaussian Process

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Daniel Heestermans Svendsen, Daniel Hernández-Lobato, Luca Martino, Valero Laparra, Álvaro Moreno-Martínez, Gustau Camps-Valls
Inference over radiative transfer models using variational and expectation maximization methods. Mach. Learn. 112 (3) (2023)
Daniel Heestermans Svendsen, Maria Piles, Jordi Muñoz-Marí, David Luengo, Luca Martino, Gustau Camps-Valls
Integrating Domain Knowledge in Data-Driven Earth Observation With Process Convolutions. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Daniel Heestermans Svendsen, Daniel Hernández-Lobato, Luca Martino, Valero Laparra, Álvaro Moreno, Gustau Camps-Valls
Inference over radiative transfer models using variational and expectation maximization methods. CoRR (2022)
Daniel Heestermans Svendsen, Pablo Morales-Alvarez, Ana Belen Ruescas, Rafael Molina, Gustau Camps-Valls
Deep Gaussian Processes for Biogeophysical Parameter Retrieval and Model Inversion. CoRR (2021)
Daniel Heestermans Svendsen, Maria Piles, Jordi Muñoz-Marí, David Luengo, Luca Martino, Gustau Camps-Valls
Integrating Domain Knowledge in Data-driven Earth Observation with Process Convolutions. CoRR (2021)
Daniel Heestermans Svendsen, Pablo Morales-Álvarez, Rafael Molina, Gustau Camps-Valls
Deep Gaussian Processes for geophysical parameter retrieval. CoRR (2020)
Luca Martino, Daniel Heestermans Svendsen, Jorge Vicent, Gustau Camps-Valls
Adaptive Sequential Interpolator Using Active Learning for Efficient Emulation of Complex Systems. ICASSP (2020)
Daniel Heestermans Svendsen, Luca Martino, Gustau Camps-Valls
Active emulation of computer codes with Gaussian processes - Application to remote sensing. Pattern Recognit. 100 (2020)
Daniel Heestermans Svendsen, Luca Martino, Gustau Camps-Valls
Active emulation of computer codes with Gaussian processes - Application to remote sensing. CoRR (2019)
Daniel Heestermans Svendsen, Luca Martino, Manuel Campos-Taberner, Francisco Javier García-Haro, Gustau Camps-Valls
Joint Gaussian Processes for Biophysical Parameter Retrieval. IEEE Trans. Geosci. Remote. Sens. 56 (3) (2018)
Daniel Heestermans Svendsen, Pablo Morales-Alvarez, Rafael Molina, Gustau Camps-Valls
Deep Gaussian Processes for Geophysical Parameter Retrieval. IGARSS (2018)
Daniel Heestermans Svendsen, Luca Martino, Jorge Vicent, Gustau Camps-Valls
Multioutput Automatic Emulator for Radiative Transfer Models. IGARSS (2018)
Daniel Heestermans Svendsen, Luca Martino, Manuel Campos-Taberner, Gustau Camps-Valls
Joint Gaussian processes for inverse modeling. IGARSS (2017)
Daniel Heestermans Svendsen, Luca Martino, Manuel Campos-Taberner, Francisco Javier García-Haro, Gustau Camps-Valls
Joint Gaussian Processes for Biophysical Parameter Retrieval. CoRR (2017)