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Unai Garciarena
Unai Garciarena
Intelligent Systems Group ISG, University of the Basque Country UPV/EHU
Dirección de correo verificada de ehu.es - Página principal
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An extensive analysis of the interaction between missing data types, imputation methods, and supervised classifiers
U Garciarena, R Santana
Expert Systems with Applications 89, 52-65, 2017
912017
Evolved GANs for generating Pareto set approximations
U Garciarena, R Santana, A Mendiburu
Proceedings of the Genetic and Evolutionary Computation Conference, 434-441, 2018
292018
Evolutionary optimization of compiler flag selection by learning and exploiting flags interactions
U Garciarena, R Santana
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference …, 2016
222016
Expanding variational autoencoders for learning and exploiting latent representations in search distributions
U Garciarena, R Santana, A Mendiburu
Proceedings of the Genetic and Evolutionary Computation Conference, 849-856, 2018
172018
Analysis of the Complexity of the Automatic Pipeline Generation Problem
U Garciarena, R Santana, A Mendiburu
2018 IEEE Congress on Evolutionary Computation (CEC), 1841-1848, 2018
112018
Analysis of the transferability and robustness of GANs evolved for Pareto set approximations
U Garciarena, A Mendiburu, R Santana
Neural Networks 132, 281-296, 2020
62020
Evolving imputation strategies for missing data in classification problems with TPOT
U Garciarena, R Santana, A Mendiburu
arXiv preprint arXiv:1706.01120, 2017
62017
An investigation of imputation methods for discrete databases and multi-variate time series
U Garciarena
M. Sci. Thesis University of the Basque Country, Spain, 2016
62016
Towards automatic construction of multi-network models for heterogeneous multi-task learning
U Garciarena, A Mendiburu, R Santana
ACM Transactions on Knowledge Discovery from Data (TKDD) 15 (2), 1-23, 2021
32021
EvoFlow: A Python library for evolving deep neural network architectures in tensorflow
U Garciarena, R Santana, A Mendiburu
2020 IEEE Symposium Series on Computational Intelligence (SSCI), 2288-2295, 2020
22020
Automatic Structural Search for Multi-task Learning VALPs
U Garciarena, A Mendiburu, R Santana
International Conference on Optimization and Learning, 25-36, 2020
22020
Towards a more efficient representation of imputation operators in TPOT
U Garciarena, A Mendiburu, R Santana
arXiv preprint arXiv:1801.04407, 2018
22018
On the exploitation of neuroevolutionary information
U Garciarena, N Lourenço, P Machado, R Santana, A Mendiburu
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021
12021
On the Exploitation of Neuroevolutionary Information: Analyzing the Past for a More Efficient Future
U Garciarena, N Lourenço, P Machado, R Santana, A Mendiburu
arXiv preprint arXiv:2105.12836, 2021
12021
Envisioning the benefits of back-drive in evolutionary algorithms
U Garciarena, A Mendiburu, R Santana
2020 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2020
12020
Adversarial Perturbations for Evolutionary Optimization
U Garciarena, J Vadillo, A Mendiburu, R Santana
International Conference on Machine Learning, Optimization, and Data Science …, 2021
2021
Semantic Technologies Towards Missing Values Imputation
I Esnaola-Gonzalez, U Garciarena, J Bermúdez
International Conference on Industrial, Engineering and Other Applications …, 2021
2021
Redefining Neural Architecture Search of Heterogeneous Multi-Network Models by Characterizing Variation Operators and Model Components
U Garciarena, R Santana, A Mendiburu
arXiv preprint arXiv:2106.08972, 2021
2021
Ikd gazte: Creando puentes entre la comunidad universitaria y la sociedad
OC Callejas, ME García, IG Pérez, U Garciarena, GG Ojanguren, ...
Libro de Actas del 3rd International Congress of Educational Sciences and …, 2015
2015
IKD GAZtE: La evaluación formativa como facilitadora de competencias del alumnado universitario
O Calderón, ME García, IG Pérez, U Garciarena, GG Ojanguren, ...
V Congrés Internacional UNIVEST’15: els reptes de millorar l’avaluació …, 2015
2015
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