Pablo Morales-Alvarez

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 13

Top Topics

Gaussian Process

Top Venues

Pattern Recognit.

Publications

Pablo Morales-Alvarez, Wenbo Gong, Angus Lamb, Simon Woodhead, Simon Peyton Jones, Nick Pawlowski, Miltiadis Allamanis, Cheng Zhang
Simultaneous Missing Value Imputation and Structure Learning with Groups. NeurIPS (2022)
Pablo Morales-Alvarez, Daniel Hernández-Lobato, Rafael Molina, José Miguel Hernández-Lobato
Activation-level uncertainty in deep neural networks. ICLR (2021)
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)
Pablo Morales-Alvarez, Angus Lamb, Simon Woodhead, Simon Peyton Jones, Miltiadis Allamanis, Cheng Zhang
VICause: Simultaneous Missing Value Imputation and Causal Discovery with Groups. CoRR (2021)
Pablo Morales-Alvarez, Pablo Ruiz, Scott Coughlin, Rafael Molina, Aggelos K. Katsaggelos
Scalable Variational Gaussian Processes for Crowdsourcing: Glitch Detection in LIGO. CoRR (2019)
Pablo Morales-Alvarez, Pablo Ruiz, Raúl Santos-Rodríguez, Rafael Molina, Aggelos K. Katsaggelos
Scalable and efficient learning from crowds with Gaussian processes. Inf. Fusion 52 (2019)
Pablo Ruiz, Pablo Morales-Alvarez, Rafael Molina, Aggelos K. Katsaggelos
Learning from crowds with variational Gaussian processes. Pattern Recognit. 88 (2019)
Daniel Heestermans Svendsen, Pablo Morales-Alvarez, Rafael Molina, Gustau Camps-Valls
Deep Gaussian Processes for Geophysical Parameter Retrieval. 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)
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)
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)
Pablo Morales-Alvarez, Julián Luengo, Francisco Herrera
A First Study on the Use of Boosting for Class Noise Reparation. HAIS (2016)