Alejandro Catalina

According to our database, Alejandro Catalina authored at least 12 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Projection Predictive Inference for Generalized Linear and Additive Multilevel Models.

Alejandro Catalina, Paul-Christian Bürkner, Aki Vehtari

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Challenges and Opportunities in High Dimensional Variational Inference.

Akash Kumar Dhaka, Alejandro Catalina, Manushi Welandawe, Michael Riis Andersen, Jonathan H. Huggins, Aki Vehtari

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Machine Learning Nowcasting of PV Energy Using Satellite Data.

Alejandro Catalina, Alberto Torres-Barrán, Carlos M. Alaíz, José R. Dorronsoro

Neural Process. Lett., 2020

Robust, Accurate Stochastic Optimization for Variational Inference.

Akash Kumar Dhaka, Alejandro Catalina, Michael Riis Andersen, Måns Magnusson, Jonathan H. Huggins, Aki Vehtari

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Flexible Kernel Selection in Multitask Support Vector Regression.

Carlos Ruiz, Carlos M. Alaíz, Alejandro Catalina, José R. Dorronsoro

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Fused Lasso Dimensionality Reduction of Highly Correlated NWP Features.

Alejandro Catalina, Carlos M. Alaíz, José R. Dorronsoro

Proceedings of the Data Analytics for Renewable Energy Integration. Technologies, Systems and Society, 2018

Accelerated Block Coordinate Descent for Sparse Group Lasso.

Alejandro Catalina, Carlos M. Alaíz, José R. Dorronsoro

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Gaussian Process Kernels for Support Vector Regression in Wind Energy Prediction.

Víctor de la Pompa, Alejandro Catalina, José R. Dorronsoro

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Revisiting FISTA for Lasso: Acceleration Strategies Over The Regularization Path.

Alejandro Catalina, Carlos M. Alaíz, José R. Dorronsoro

Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

2017

NWP Ensembles for Wind Energy Uncertainty Estimates.

Alejandro Catalina, José R. Dorronsoro

Proceedings of the Data Analytics for Renewable Energy Integration: Informing the Generation and Distribution of Renewable Energy, 2017

Satellite Based Nowcasting of PV Energy over Peninsular Spain.

Alejandro Catalina, Alberto Torres-Barrán, José R. Dorronsoro

Proceedings of the Advances in Computational Intelligence, 2017

2016

Machine Learning Prediction of Photovoltaic Energy from Satellite Sources.

Alejandro Catalina, Alberto Torres-Barrán, José R. Dorronsoro

Proceedings of the Data Analytics for Renewable Energy Integration, 2016