Pedro Carvalho

Orcid: 0000-0003-3845-4617

Affiliations:

University of Coimbra, Department of Informatics Engineering, Portugal
Centre for Informatics and Systems of the University of Coimbra (CISUC), Portugal

According to our database¹, Pedro Carvalho authored at least 8 papers between 2020 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of five.

Timeline

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Bibliography

2024

How to Improve Neural Network Training Using Evolutionary Algorithms.

[BibT_eX]

[DOI]

Pedro Carvalho

Nuno Lourenço

Penousal Machado

SN Comput. Sci., August, 2024

2023

Structured mutation inspired by evolutionary theory enriches population performance and diversity.

[BibT_eX]

[DOI]

CoRR, 2023

Biological insights on grammar-structured mutations improve fitness and diversity.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

Feature Selection on Epistatic Problems Using Genetic Algorithms with Nested Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 26th European Conference, 2023

Context Matters: Adaptive Mutation for Grammars.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 26th European Conference, 2023

2022

Evolving Adaptive Neural Network Optimizers for Image Classification.

[BibT_eX]

[DOI]

Pedro Carvalho

Nuno Lourenço

Penousal Machado

Proceedings of the Genetic Programming - 25th European Conference, 2022

2021

Evolving Learning Rate Optimizers for Deep Neural Networks.

[BibT_eX]

[DOI]

Pedro Carvalho

Nuno Lourenço

Penousal Machado

CoRR, 2021

2020

AutoLR: an evolutionary approach to learning rate policies.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Pedro Carvalho

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Bibliography

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