Adrian Perez-Suay

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 14

Top Topics

Gaussian Processes

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

Adrian Perez-Suay, Paula Gordaliza, Jean-Michel Loubes, Dino Sejdinovic, Gustau Camps-Valls
Fair Kernel Regression through Cross-Covariance Operators. Trans. Mach. Learn. Res. 2023 (2023)
Anna Mateo-Sanchis, José E. Adsuara, Maria Piles, Jordi Muñoz-Marí, Adrian Perez-Suay, Gustau Camps-Valls
Interpretable Long Short-Term Memory Networks for Crop Yield Estimation. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Zhu Li, Adrian Perez-Suay, Gustau Camps-Valls, Dino Sejdinovic
Kernel Dependence Regularizers and Gaussian Processes with Applications to Algorithmic Fairness. CoRR (2019)
Adrian Perez-Suay, Gustau Camps-Valls
Causal Inference in Geoscience and Remote Sensing From Observational Data. IEEE Trans. Geosci. Remote. Sens. 57 (3) (2019)
José Antonio Padrón-Hidalgo, Adrian Perez-Suay, Fatih Nar, Gustau Camps-Valls
Nonlinear Cook Distance for Anomalous Change Detection. IGARSS (2018)
Fatih Nar, Adrian Perez-Suay, José Antonio Padrón, Gustau Camps-Valls
Randomized RX for Target Detection. IGARSS (2018)
Pablo Morales-Alvarez, Adrian Perez-Suay, Rafael Molina, Gustau Camps-Valls
Remote Sensing Image Classification With Large-Scale Gaussian Processes. IEEE Trans. Geosci. Remote. Sens. 56 (2) (2018)
Emiliano Diaz, Adrian Perez-Suay, Valero Laparra, Gustau Camps-Valls
Consistent Regression of Biophysical Parameters with Kernel Methods. IGARSS (2018)
Adrian Perez-Suay, Julia Amorós-López, Luis Gómez-Chova, Jordi Muñoz-Marí, Dieter Just, Gustau Camps-Valls
Pattern Recognition Scheme for Large-Scale Cloud Detection Over Landmarks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (11) (2018)
Anna Mateo-Sanchis, Jordi Muñoz-Marí, Adrian Perez-Suay, Gustau Camps-Valls
Warped Gaussian Processes in Remote Sensing Parameter Estimation and Causal Inference. IEEE Geosci. Remote. Sens. Lett. 15 (11) (2018)
Pablo Morales-Alvarez, Adrian Perez-Suay, Rafael Molina, Gustau Camps-Valls, Aggelos K. Katsaggelos
Passive millimeter wave image classification with large scale Gaussian processes. ICIP (2017)
Adrian Perez-Suay, Gustau Camps-Valls
Causal inference in geosciences with kernel sensitivity maps. IGARSS (2017)
Pablo Morales-Alvarez, Adrian Perez-Suay, Rafael Molina, Gustau Camps-Valls
Efficient remote sensing image classification with Gaussian processes and Fourier features. IGARSS (2017)
Pablo Morales-Alvarez, Adrian Perez-Suay, Rafael Molina, Gustau Camps-Valls
Remote Sensing Image Classification with Large Scale Gaussian Processes. CoRR (2017)
Adrian Perez-Suay, Francesc J. Ferri, Miguel Arevalillo-Herráez, Jesús V. Albert
Comparative Evaluation of Batch and Online Distance Metric Learning Approaches Based on Margin Maximization. SMC (2013)
Adrian Perez-Suay, Francesc J. Ferri
Online Metric Learning Methods Using Soft Margins and Least Squares Formulations. SSPR/SPR (2012)
Adrian Perez-Suay, Francesc J. Ferri, Jesús V. Albert
An Online Metric Learning Approach through Margin Maximization. IbPRIA (2011)
Adrian Perez-Suay, Francesc J. Ferri, Jesús V. Albert
A Random Extension for Discriminative Dimensionality Reduction and Metric Learning. IbPRIA (2009)
Adrian Perez-Suay, Francesc J. Ferri
Scaling Up a Metric Learning Algorithm for Image Recognition and Representation. ISVC (2) (2008)