Adrian Perez-Suay

19 papers B 2C 5Misc 2Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2023 J jnl
Fair Kernel Regression through Cross-Covariance Operators.
Trans. Mach. Learn. Res.
Adrian Perez-Suay, Paula Gordaliza, Jean-Michel Loubes, Dino Sejdinovic, Gustau Camps-Valls
2023 J jnl
Interpretable Long Short-Term Memory Networks for Crop Yield Estimation.
IEEE Geosci. Remote. Sens. Lett.
Anna Mateo-Sanchis, José E. Adsuara, Maria Piles, Jordi Muñoz-Marí, Adrian Perez-Suay, Gustau Camps-Valls
2019 J jnl
Causal Inference in Geoscience and Remote Sensing From Observational Data.
IEEE Trans. Geosci. Remote. Sens.
Adrian Perez-Suay, Gustau Camps-Valls
2019 J jnl
Kernel Dependence Regularizers and Gaussian Processes with Applications to Algorithmic Fairness.
CoRR
Zhu Li, Adrian Perez-Suay, Gustau Camps-Valls, Dino Sejdinovic
2018 C conf
Consistent Regression of Biophysical Parameters with Kernel Methods.
IGARSS
Emiliano Diaz, Adrian Perez-Suay, Valero Laparra, Gustau Camps-Valls
2018 C conf
Nonlinear Cook Distance for Anomalous Change Detection.
IGARSS
José Antonio Padrón-Hidalgo, Adrian Perez-Suay, Fatih Nar, Gustau Camps-Valls
2018 J jnl
Pattern Recognition Scheme for Large-Scale Cloud Detection Over Landmarks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Adrian Perez-Suay, Julia Amorós-López, Luis Gómez-Chova, Jordi Muñoz-Marí, Dieter Just, Gustau Camps-Valls
2018 C conf
Randomized RX for Target Detection.
IGARSS
Fatih Nar, Adrian Perez-Suay, José Antonio Padrón, Gustau Camps-Valls
2018 J jnl
Remote Sensing Image Classification With Large-Scale Gaussian Processes.
IEEE Trans. Geosci. Remote. Sens.
Pablo Morales-Alvarez, Adrian Perez-Suay, Rafael Molina, Gustau Camps-Valls
2018 J jnl
Warped Gaussian Processes in Remote Sensing Parameter Estimation and Causal Inference.
IEEE Geosci. Remote. Sens. Lett.
Anna Mateo-Sanchis, Jordi Muñoz-Marí, Adrian Perez-Suay, Gustau Camps-Valls
2017 C conf
Causal inference in geosciences with kernel sensitivity maps.
IGARSS
Adrian Perez-Suay, Gustau Camps-Valls
2017 C conf
Efficient remote sensing image classification with Gaussian processes and Fourier features.
IGARSS
Pablo Morales-Alvarez, Adrian Perez-Suay, Rafael Molina, Gustau Camps-Valls
2017 B conf
Passive millimeter wave image classification with large scale Gaussian processes.
ICIP
Pablo Morales-Alvarez, Adrian Perez-Suay, Rafael Molina, Gustau Camps-Valls, Aggelos K. Katsaggelos
2017 J jnl
Remote Sensing Image Classification with Large Scale Gaussian Processes.
CoRR
Pablo Morales-Alvarez, Adrian Perez-Suay, Rafael Molina, Gustau Camps-Valls
2013 B conf
Comparative Evaluation of Batch and Online Distance Metric Learning Approaches Based on Margin Maximization.
SMC
Adrian Perez-Suay, Francesc J. Ferri, Miguel Arevalillo-Herráez, Jesús V. Albert
2012 — conf
Online Metric Learning Methods Using Soft Margins and Least Squares Formulations.
SSPR/SPR
Adrian Perez-Suay, Francesc J. Ferri
2011 Misc conf
An Online Metric Learning Approach through Margin Maximization.
IbPRIA
Adrian Perez-Suay, Francesc J. Ferri, Jesús V. Albert
2009 Misc conf
A Random Extension for Discriminative Dimensionality Reduction and Metric Learning.
IbPRIA
Adrian Perez-Suay, Francesc J. Ferri, Jesús V. Albert
2008 — conf
Scaling Up a Metric Learning Algorithm for Image Recognition and Representation.
ISVC (2)
Adrian Perez-Suay, Francesc J. Ferri