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Pedro Carvalho
Pedro Carvalho
PhD Student, Universidade de Coimbra
Verified email at dei.uc.pt
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Year
GreenHub: a large-scale collaborative dataset to battery consumption analysis of android devices
R Pereira, H Matalonga, M Couto, F Castor, B Cabral, P Carvalho, ...
Empirical Software Engineering 26, 1-55, 2021
232021
AutoLR: an evolutionary approach to learning rate policies
P Carvalho, N Lourenço, F Assunção, P Machado
Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 672-680, 2020
122020
Evolving Learning Rate Optimizers for Deep Neural Networks
P Carvalho, N Lourenço, P Machado
arXiv preprint arXiv:2103.12623, 2021
62021
Context Matters: Adaptive Mutation for Grammars
P Carvalho, J Mégane, N Lourenço, P Machado
Genetic Programming: 26th European Conference, EuroGP 2023, Held as Part of …, 2023
52023
Evolving Adaptive Neural Network Optimizers for Image Classification
P Carvalho, N Lourenço, P Machado
Genetic Programming: 25th European Conference, EuroGP 2022, Held as Part of …, 2022
42022
Feature Selection on Epistatic Problems Using Genetic Algorithms with Nested Classifiers
P Carvalho, B Ribeiro, NM Rodrigues, JE Batista, L Vanneschi, S Silva
Applications of Evolutionary Computation: 26th European Conference …, 2023
22023
Structured mutation inspired by evolutionary theory enriches population performance and diversity
S Tiso, P Carvalho, N Lourenço, P Machado
arXiv preprint arXiv:2302.00559, 2023
12023
How to Improve Neural Network Training Using Evolutionary Algorithms
P Carvalho, N Lourenço, P Machado
SN Computer Science 5 (6), 664, 2024
2024
Biological insights on grammar-structured mutations improve fitness and diversity
S Tiso, P Carvalho, N Lourenço, P Machado
Proceedings of the Genetic and Evolutionary Computation Conference, 558-567, 2023
2023
Evolving Learning Rate Schedulers
PFGR Carvalho
Evolving Learning Rate Schedulers, 2020
2020
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