Pablo Morales-Alvarez

15 papers A* 3B 1C 2Misc 1Journal 7

Year	Rank	Type	Title / Venue / Authors
2024	A*	`conf`	Sm: enhanced localization in Multiple Instance Learning for medical imaging classification. NeurIPS Francisco M. Castro-Macías, Pablo Morales-Alvarez, Yunan Wu, Rafael Molina, Aggelos K. Katsaggelos
2022	A*	`conf`	Simultaneous Missing Value Imputation and Structure Learning with Groups. NeurIPS Pablo Morales-Alvarez, Wenbo Gong, Angus Lamb, Simon Woodhead, Simon Peyton Jones, Nick Pawlowski, Miltiadis Allamanis, Cheng Zhang
2021	A*	`conf`	Activation-level uncertainty in deep neural networks. ICLR Pablo Morales-Alvarez, Daniel Hernández-Lobato, Rafael Molina, José Miguel Hernández-Lobato
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`	VICause: Simultaneous Missing Value Imputation and Causal Discovery with Groups. CoRR Pablo Morales-Alvarez, Angus Lamb, Simon Woodhead, Simon Peyton Jones, Miltiadis Allamanis, Cheng Zhang
2020	—	`—`	Development of New Machine Learning Models Based on Gaussian Processes. Applications to Remote Sensing and Astrophysics. Pablo Morales-Alvarez
2019	J	`jnl`	Learning from crowds with variational Gaussian processes. Pattern Recognit. Pablo Ruiz, Pablo Morales-Alvarez, Rafael Molina, Aggelos K. Katsaggelos
2019	J	`jnl`	Scalable Variational Gaussian Processes for Crowdsourcing: Glitch Detection in LIGO. CoRR Pablo Morales-Alvarez, Pablo Ruiz, Scott Coughlin, Rafael Molina, Aggelos K. Katsaggelos
2019	J	`jnl`	Scalable and efficient learning from crowds with Gaussian processes. Inf. Fusion Pablo Morales-Alvarez, Pablo Ruiz, Raúl Santos-Rodríguez, Rafael Molina, Aggelos K. Katsaggelos
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`	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
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
2016	Misc	`conf`	A First Study on the Use of Boosting for Class Noise Reparation. HAIS Pablo Morales-Alvarez, Julián Luengo, Francisco Herrera