Publicaciones (20) Publicaciones de UNAI GARCIARENA HUALDE

2024

  1. Factorized models in neural architecture search: Impact on computational costs and performance

    Proceedings of the International Joint Conference on Neural Networks

  2. Redefining Neural Architecture Search of Heterogeneous Multinetwork Models by Characterizing Variation Operators and Model Components

    IEEE Transactions on Neural Networks and Learning Systems, Vol. 35, Núm. 8, pp. 10561-10575

2023

  1. Analyzing the interplay between transferable GANs and gradient optimizers

    GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion

  2. Neuroevolutionary algorithms driven by neuron coverage metrics for semi-supervised classification

    GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion

2022

  1. Adversarial Perturbations for Evolutionary Optimization

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2021

  1. On the exploitation of neuroevolutionary information

    GECCO 2021 Companion - Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion

  2. Semantic Technologies Towards Missing Values Imputation

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Towards automatic construction of multi-network models for heterogeneous multi-task learning

    ACM Transactions on Knowledge Discovery from Data, Vol. 15, Núm. 2

2020

  1. Analysis of the transferability and robustness of GANs evolved for Pareto set approximations

    Neural Networks, Vol. 132, pp. 281-296

  2. Automatic structural search for multi-task learning VALPs

    Communications in Computer and Information Science

  3. Envisioning the Benefits of Back-Drive in Evolutionary Algorithms

    2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings

  4. EvoFlow: A Python library for evolving deep neural network architectures in tensorflow

    2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020

2018

  1. Analysis of the Complexity of the Automatic Pipeline Generation Problem

    2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings

  2. Evolved GANs for generating Pareto set approximations

    GECCO 2018 - Proceedings of the 2018 Genetic and Evolutionary Computation Conference

  3. Expanding variational autoencoders for learning and exploiting latent representations in search distributions

    GECCO 2018 - Proceedings of the 2018 Genetic and Evolutionary Computation Conference

2017

  1. An extensive analysis of the interaction between missing data types, imputation methods, and supervised classifiers

    Expert Systems with Applications, Vol. 89, pp. 52-65

2016

  1. Evolutionary optimization of compiler flag selection by learning and exploiting flags interactions

    GECCO 2016 Companion - Proceedings of the 2016 Genetic and Evolutionary Computation Conference

2015

  1. IKD GAZtE: La evaluación formativa como facilitadora de competencias del alumnado universitario

    V Congrés Internacional UNIVEST’15: els reptes de millorar l’avaluació. Girona, 9 i 10 de juliol de 2015

  2. IKD-GAZTE: Aprendizaje servicio como punto de partida para el desarrollo del sentido de la iniciativa en el estudiantado universitario

    El Aprendizaje-Servicio en las universidades: De la iniciativa individual al apoyo institucional (UNED - Universidad Nacional de Educación a Distancia), pp. 121-136

  3. Ikd gazte: Creando puentes entre la comunidad universitaria y la sociedad

    Libro de Actas del 3rd International Congress of Educational Sciences and Development