Gustavo Silva
Orcid: 0000-0002-9497-8901
According to our database1,
Gustavo Silva
authored at least 20 papers
between 2015 and 2024.
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Bibliography
2024
Fine-tuning adaptive stochastic optimizers: determining the optimal hyperparameter ε via gradient magnitude histogram analysis.
Neural Comput. Appl., December, 2024
2023
Optimal Hyperparameter ε for Adaptive Stochastic Optimizers through Gradient Histograms.
CoRR, 2023
Proceedings of the 17th Brazilian Symposium on Software Components, 2023
2022
2021
"How Was the Match?": Semantic Similarity between Electronic Media Commentary and Work Domain Analysis Key Phrases.
Proceedings of the 9th International Conference on Sport Sciences Research and Technology Support, 2021
Robustifying stability of the Fast iterative shrinkage thresholding algorithm for $\ell_{1}$ regularized problems.
Proceedings of the 29th European Signal Processing Conference, 2021
2020
Efficient Consensus Model based on Proximal Gradient Method applied to Convolutional Sparse Problems.
CoRR, 2020
Anomaly Detection in Mixed Time-Series Using A Convolutional Sparse Representation With Application To Spacecraft Health Monitoring.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
Proceedings of the Advances in Visual Computing, 2019
Hyper-Parameter Selection on Convolutional Dictionary Learning Through Local ℓ0, ∞ Norm.
Proceedings of the 27th European Signal Processing Conference, 2019
FISTA: achieving a rate of convergence proportional to k<sup>-3</sup> for small/medium values of k.
Proceedings of the 27th European Signal Processing Conference, 2019
Generalized Combinatorial Approach Using Single Filter Basis for Convolutional Sparse Modeling.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
2018
Priorização de Requisitos em Startups no Armazém da Criatividade (Porto Digital): Resultados Preliminares.
Proceedings of the Anais do WER18, 2018
Efficient separable filter estimation using Rank-1 Convolutional Dictionary Learning.
Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018
Efficient Algorithm for Convolutional Dictionary Learning via Accelerated Proximal Gradient Consensus.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Efficient Convolutional Dictionary Learning Using Partial Update Fast Iterative Shrinkage-Thresholding Algorithm.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
Int. J. Appl. Earth Obs. Geoinformation, 2017
Impact of Non-verbal Communication on Collaboration in 3D Virtual Worlds: Case Study Research in Learning of Aircraft Maintenance Practices.
Proceedings of the Immersive Learning Research Network - Third International Conference, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2015
Jitter invariant incremental principal component pursuit for video background modeling on the TK1.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015