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Álvaro Barbero Jiménez
Álvaro Barbero Jiménez
Universidad Autónoma de Madrid, Instituto de Ingeniería del Conocimiento
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Modular proximal optimization for multidimensional total-variation regularization
A Barbero, S Sra
Journal of Machine Learning Research 19 (56), 1-82, 2018
1412018
Biased feedback in brain-computer interfaces
Á Barbero, M Grosse-Wentrup
Journal of neuroengineering and rehabilitation 7, 1-4, 2010
1332010
Fast Newton-type methods for total variation regularization
A Barbero, S Sra
Proceedings of the 28th International Conference on Machine Learning (ICML …, 2011
1072011
Finding optimal model parameters by discrete grid search
ÁB Jiménez, JL Lázaro, JR Dorronsoro
Innovations in Hybrid Intelligent Systems, 120-127, 2008
862008
Finding optimal model parameters by deterministic and annealed focused grid search
ÁB Jiménez, JL Lázaro, JR Dorronsoro
Neurocomputing 72 (13-15), 2824-2832, 2009
542009
Group fused lasso
CM Alaíz, A Barbero, JR Dorronsoro
Artificial Neural Networks and Machine Learning–ICANN 2013: 23rd …, 2013
482013
Improving cash logistics in bank branches by coupling machine learning and robust optimization
JL Lázaro, ÁB Jiménez, A Takeda
Expert Systems With Applications 92, 236-255, 2018
402018
On the equivalence of the SMO and MDM algorithms for SVM training
J López, Á Barbero, JR Dorronsoro
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2008
322008
Clipping algorithms for solving the nearest point problem over reduced convex hulls
J López, Á Barbero, JR Dorronsoro
Pattern Recognition 44 (3), 607-614, 2011
292011
Momentum sequential minimal optimization: an accelerated method for support vector machine training
A Barbero, JR Dorronsoro
The 2011 International Joint Conference on Neural Networks, 370-377, 2011
172011
An accelerated MDM algorithm for SVM training
A Barbero, J López, JR Dorronsoro
Advances in Computational Intelligence and Learning, Proceedings of ESANN …, 2008
152008
Geometric intuition and algorithms for Eν–SVM
A Barbero, A Takeda, J López
Journal of Machine Learning Research 16 (323-369), 2015
132015
Cycle-breaking acceleration of SVM training
Á Barbero, J López, JR Dorronsoro
Neurocomputing 72 (7-9), 1398-1406, 2009
132009
Mixture of diffusers for scene composition and high resolution image generation
ÁB Jiménez
arXiv preprint arXiv:2302.02412, 2023
112023
Kernel methods for wide area wind power forecasting
Á Barbero, J López, JR Dorronsoro
Proceedings of the European Wind Energy Conference and Exhibition (EWEC 2008 …, 2008
112008
Convex optimization for parallel energy minimization
KS Kumar, A Barbero, S Jegelka, S Sra, F Bach
arXiv preprint arXiv:1503.01563, 2015
92015
Faster directions for second order SMO
Á Barbero, JR Dorronsoro
International conference on artificial neural networks, 30-39, 2010
92010
Fast algorithms for total-variation based optimization
A Barbero, S Sra
Max Planck Institute for Biological Cybernetics Technical Report 194, 2010
92010
Multi-agent simulation of an educational collaborative web system
Á Barbero, MS González-Rodríguez, J de Lara, M Alfonseca
European Simulation and Modelling Conference, 2007
92007
Momentum acceleration of least–squares support vector machines
J López, Á Barbero, JR Dorronsoro
Artificial Neural Networks and Machine Learning–ICANN 2011: 21st …, 2011
72011
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Artikelen 1–20