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Alejandro Catalina
Tytuł
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Combining numerical weather predictions and satellite data for PV energy nowcasting
A Catalina, CM Alaiz, JR Dorronsoro
IEEE Transactions on Sustainable Energy 11 (3), 1930-1937, 2019
352019
Robust, accurate stochastic optimization for variational inference
AK Dhaka, A Catalina, MR Andersen, M Magnusson, J Huggins, A Vehtari
Advances in Neural Information Processing Systems 33, 10961-10973, 2020
312020
Challenges and opportunities in high dimensional variational inference
AK Dhaka, A Catalina, M Welandawe, MR Andersen, J Huggins, A Vehtari
Advances in Neural Information Processing Systems 34, 7787-7798, 2021
302021
Projection predictive inference for generalized linear and additive multilevel models
A Catalina, PC Bürkner, A Vehtari
International Conference on Artificial Intelligence and Statistics, 4446-4461, 2022
222022
Projpred: projection predictive feature selection
J Piironen, M Paasiniemi, A Catalina, A Vehtari
R package version 2, 22020, 2018
152018
Machine learning nowcasting of PV energy using satellite data
A Catalina, A Torres-Barrán, CM Alaiz, JR Dorronsoro
Neural Processing Letters 52, 97-115, 2020
132020
Latent space projection predictive inference
A Catalina, P Bürkner, A Vehtari
arXiv preprint arXiv:2109.04702, 2021
62021
Machine learning prediction of photovoltaic energy from satellite sources
A Catalina, A Torres-Barrán, JR Dorronsoro
International Workshop on Data Analytics for Renewable Energy Integration, 31-42, 2016
62016
Satellite based nowcasting of PV energy over peninsular Spain
A Catalina, A Torres-Barrán, JR Dorronsoro
Advances in Computational Intelligence: 14th International Work-Conference …, 2017
52017
Revisiting FISTA for Lasso: Acceleration Strategies Over The Regularization Path.
A Catalina, CM Alaíz, JR Dorronsoro
ESANN, 2018
42018
Hidden impacts of conservation management on fertility of the critically endangered kākāpō
A Digby, D Eason, A Catalina, M Lierz, S Galla, L Urban, MF Le Lec, ...
PeerJ 11, e14675, 2023
32023
NWP ensembles for wind energy uncertainty estimates
A Catalina, JR Dorronsoro
Data Analytics for Renewable Energy Integration: Informing the Generation …, 2017
32017
Accelerated block coordinate descent for sparse group Lasso
A Catalina, CM Alaíz, JR Dorronsoro
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
22018
Flexible Kernel Selection in Multitask Support Vector Regression
C Ruiz, CM Alaíz, A Catalina, JR Dorronsoro
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
12019
Robust Bayesian Inference: variable and structure selection and variational inference
A Catalina
Aalto University, 2023
2023
Challenges for BBVI with Normalizing Flows
AK Dhaka, A Catalina, M Welandawe, MR Andersen, JH Huggins, ...
ICML Workshop on Invertible Neural Networks, Normalizing Flows, and Explicit …, 2021
2021
Group Heterogeneity Assessment for Multilevel Models
T Paananen, A Catalina, PC Bürkner, A Vehtari
arXiv preprint arXiv:2005.02773, 2020
2020
Fused Lasso Dimensionality Reduction of Highly Correlated NWP Features
A Catalina, CM Alaíz, JR Dorronsoro
Data Analytics for Renewable Energy Integration. Technologies, Systems and …, 2018
2018
Predicción por conjuntos y estimaciones de incertidumbre en predicción de energía eólica
A Catalina, JR Dorronsoro
Agencia Estatal de Meteorología, 2018
2018
Gaussian Process Kernels for Support Vector Regression in Wind Energy Prediction
V de la Pompa, A Catalina, JR Dorronsoro
Intelligent Data Engineering and Automated Learning–IDEAL 2018: 19th …, 2018
2018
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