Alejandro Catalina

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 14

Top Topics

Gaussian Process

Variational Inference

Top Venues

Publications

Alejandro Catalina, Paul-Christian Bürkner, Aki Vehtari
Projection Predictive Inference for Generalized Linear and Additive Multilevel Models. AISTATS (2022)
Akash Kumar Dhaka, Alejandro Catalina, Manushi Welandawe, Michael Riis Andersen, Jonathan H. Huggins, Aki Vehtari
Challenges and Opportunities in High-dimensional Variational Inference. CoRR (2021)
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)
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) (2020)
Akash Kumar Dhaka, Alejandro Catalina, Michael Riis Andersen, Måns Magnusson, Jonathan H. Huggins, Aki Vehtari
Robust, Accurate Stochastic Optimization for Variational Inference. CoRR (2020)
Akash Kumar Dhaka, Alejandro Catalina, Michael Riis Andersen, Måns Magnusson, Jonathan H. Huggins, Aki Vehtari
Robust, Accurate Stochastic Optimization for Variational Inference. NeurIPS (2020)
Carlos Ruiz, Carlos M. Alaíz, Alejandro Catalina, José R. Dorronsoro
Flexible Kernel Selection in Multitask Support Vector Regression. IJCNN (2019)
Víctor de la Pompa, Alejandro Catalina, José R. Dorronsoro
Gaussian Process Kernels for Support Vector Regression in Wind Energy Prediction. IDEAL (2) (2018)
Alejandro Catalina, Carlos M. Alaíz, José R. Dorronsoro
Fused Lasso Dimensionality Reduction of Highly Correlated NWP Features. DARE@PKDD/ECML (2018)
Alejandro Catalina, Carlos M. Alaíz, José R. Dorronsoro
Accelerated Block Coordinate Descent for Sparse Group Lasso. IJCNN (2018)
Alejandro Catalina, Carlos M. Alaíz, José R. Dorronsoro
Revisiting FISTA for Lasso: Acceleration Strategies Over The Regularization Path. ESANN (2018)
Alejandro Catalina, Alberto Torres-Barrán, José R. Dorronsoro
Satellite Based Nowcasting of PV Energy over Peninsular Spain. IWANN (1) (2017)
Alejandro Catalina, José R. Dorronsoro
NWP Ensembles for Wind Energy Uncertainty Estimates. DARE@PKDD/ECML (2017)
Alejandro Catalina, Alberto Torres-Barrán, José R. Dorronsoro
Machine Learning Prediction of Photovoltaic Energy from Satellite Sources. DARE@PKDD/ECML (2016)