Pablo Ribalta Lorenzo

Particle swarm optimization for hyper-parameter selection in deep neural networks

Pablo Ribalta Lorenzo, Jakub Nalepa, Michał Kawulok et al. · Proceedings of the Genetic and Evolutionary Computation Conference · 2017 · 255 citations · Full text

Artificial Intelligence, Model Optimization, Convolutional Neural Network +15

OpenFold: retraining AlphaFold2 yields new insights into its learning mechanisms and capacity for generalization

Gustaf Ahdritz, Nazim Bouatta, Christina Floristean et al. · Nature Methods · 2024 · 235 citations · Full text

OpenFold: Retraining AlphaFold2 yields new insights into its learning mechanisms and capacity for generalization

Gustaf Ahdritz, Nazim Bouatta, Christina Floristean et al. · 2022 · 167 citations

Artificial Intelligence, Engineering, Machine Learning +23

Hyperspectral Band Selection Using Attention-Based Convolutional Neural Networks

Pablo Ribalta Lorenzo, Łukasz Tulczyjew, Michał Marcinkiewicz et al. · IEEE Access · 2020 · 95 citations · Full text

Image Classification, Machine Vision, Machine Learning +14

Hyper-parameter selection in deep neural networks using parallel particle swarm optimization

Pablo Ribalta Lorenzo, Jakub Nalepa, Luciano Sánchez et al. · Proceedings of the Genetic and Evolutionary Computation Conference Companion · 2017 · 85 citations · Full text

Artificial Intelligence, Parallel Pso, Model Optimization +13