Alejandro Catalina

14 papers A* 2A 1B 3Journal 3Unranked 5
YearRankTypeTitle / Venue / Authors
2022 A conf
Projection Predictive Inference for Generalized Linear and Additive Multilevel Models.
AISTATS
Alejandro Catalina, Paul-Christian Bürkner, Aki Vehtari
2021 A* conf
Challenges and Opportunities in High Dimensional Variational Inference.
NeurIPS
Akash Kumar Dhaka, Alejandro Catalina, Manushi Welandawe, Michael Riis Andersen, Jonathan H. Huggins, Aki Vehtari
2021 J jnl
Challenges and Opportunities in High-dimensional Variational Inference.
CoRR
Akash Kumar Dhaka, Alejandro Catalina, Manushi Welandawe, Michael Riis Andersen, Jonathan H. Huggins, Aki Vehtari
2020 J jnl
Machine Learning Nowcasting of PV Energy Using Satellite Data.
Neural Process. Lett.
Alejandro Catalina, Alberto Torres-Barrán, Carlos M. Alaíz, José R. Dorronsoro
2020 A* conf
Robust, Accurate Stochastic Optimization for Variational Inference.
NeurIPS
Akash Kumar Dhaka, Alejandro Catalina, Michael Riis Andersen, Måns Magnusson, Jonathan H. Huggins, Aki Vehtari
2020 J jnl
Robust, Accurate Stochastic Optimization for Variational Inference.
CoRR
Akash Kumar Dhaka, Alejandro Catalina, Michael Riis Andersen, Måns Magnusson, Jonathan H. Huggins, Aki Vehtari
2019 B conf
Flexible Kernel Selection in Multitask Support Vector Regression.
IJCNN
Carlos Ruiz, Carlos M. Alaíz, Alejandro Catalina, José R. Dorronsoro
2018 B conf
Accelerated Block Coordinate Descent for Sparse Group Lasso.
IJCNN
Alejandro Catalina, Carlos M. Alaíz, José R. Dorronsoro
2018 — conf
Fused Lasso Dimensionality Reduction of Highly Correlated NWP Features.
DARE@PKDD/ECML
Alejandro Catalina, Carlos M. Alaíz, José R. Dorronsoro
2018 — conf
Gaussian Process Kernels for Support Vector Regression in Wind Energy Prediction.
IDEAL (2)
Víctor de la Pompa, Alejandro Catalina, José R. Dorronsoro
2018 B conf
Revisiting FISTA for Lasso: Acceleration Strategies Over The Regularization Path.
ESANN
Alejandro Catalina, Carlos M. Alaíz, José R. Dorronsoro
2017 — conf
NWP Ensembles for Wind Energy Uncertainty Estimates.
DARE@PKDD/ECML
Alejandro Catalina, José R. Dorronsoro
2017 — conf
Satellite Based Nowcasting of PV Energy over Peninsular Spain.
IWANN (1)
Alejandro Catalina, Alberto Torres-Barrán, José R. Dorronsoro
2016 — conf
Machine Learning Prediction of Photovoltaic Energy from Satellite Sources.
DARE@PKDD/ECML
Alejandro Catalina, Alberto Torres-Barrán, José R. Dorronsoro