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2020 – today
- 2022
[c11]Alejandro Catalina, Paul-Christian Bürkner, Aki Vehtari:
Projection Predictive Inference for Generalized Linear and Additive Multilevel Models. AISTATS 2022: 4446-4461- 2021
- [c10]Akash Kumar Dhaka, Alejandro Catalina, Manushi Welandawe, Michael Riis Andersen, Jonathan H. Huggins, Aki Vehtari:
Challenges and Opportunities in High Dimensional Variational Inference. NeurIPS 2021: 7787-7798 - [i2]Akash Kumar Dhaka, Alejandro Catalina, Manushi Welandawe
, Michael Riis Andersen, Jonathan H. Huggins, Aki Vehtari:
Challenges and Opportunities in High-dimensional Variational Inference. CoRR abs/2103.01085 (2021) - 2020
- [j1]Alejandro Catalina, Alberto Torres-Barrán, Carlos M. Alaíz, José R. Dorronsoro:
Machine Learning Nowcasting of PV Energy Using Satellite Data. Neural Process. Lett. 52(1): 97-115 (2020) - [c9]Akash Kumar Dhaka, Alejandro Catalina, Michael Riis Andersen, Måns Magnusson, Jonathan H. Huggins, Aki Vehtari:
Robust, Accurate Stochastic Optimization for Variational Inference. NeurIPS 2020 - [i1]Akash Kumar Dhaka, Alejandro Catalina, Michael Riis Andersen, Måns Magnusson, Jonathan H. Huggins, Aki Vehtari:
Robust, Accurate Stochastic Optimization for Variational Inference. CoRR abs/2009.00666 (2020)
2010 – 2019
- 2019
- [c8]Carlos Ruiz, Carlos M. Alaíz, Alejandro Catalina, José R. Dorronsoro:
Flexible Kernel Selection in Multitask Support Vector Regression. IJCNN 2019: 1-8 - 2018
- [c7]Alejandro Catalina, Carlos M. Alaíz, José R. Dorronsoro:
Revisiting FISTA for Lasso: Acceleration Strategies Over The Regularization Path. ESANN 2018 - [c6]Víctor de la Pompa, Alejandro Catalina, José R. Dorronsoro:
Gaussian Process Kernels for Support Vector Regression in Wind Energy Prediction. IDEAL (2) 2018: 147-154 - [c5]Alejandro Catalina, Carlos M. Alaíz, José R. Dorronsoro:
Accelerated Block Coordinate Descent for Sparse Group Lasso. IJCNN 2018: 1-8 - [c4]Alejandro Catalina, Carlos M. Alaíz, José R. Dorronsoro:
Fused Lasso Dimensionality Reduction of Highly Correlated NWP Features. DARE@PKDD/ECML 2018: 13-26 - 2017
- [c3]Alejandro Catalina, Alberto Torres-Barrán, José R. Dorronsoro:
Satellite Based Nowcasting of PV Energy over Peninsular Spain. IWANN (1) 2017: 685-697 - [c2]Alejandro Catalina, José R. Dorronsoro:
NWP Ensembles for Wind Energy Uncertainty Estimates. DARE@PKDD/ECML 2017: 121-132 - 2016
- [c1]Alejandro Catalina, Alberto Torres-Barrán, José R. Dorronsoro:
Machine Learning Prediction of Photovoltaic Energy from Satellite Sources. DARE@PKDD/ECML 2016: 31-42
Coauthor Index
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