Fergal Stapleton

According to our database, Fergal Stapleton authored at least 13 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Surrogate-Assisted Evolution for Efficient Multi-branch Connection Design in Deep Neural Networks.

Fergal Stapleton, Daniel García-Núñez, Yanan Sun, Edgar Galván

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2025

Time-Modulated Hebbian Learning for Classic Control Tasks.

Daniel García-Núñez, Fergal Stapleton, Edgar Galván

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2025

2024

NeuroLGP-SM: Scalable Surrogate-Assisted Neuroevolution for Deep Neural Networks.

Fergal Stapleton, Edgar Galván

CoRR, 2024

NeuroLGP-SM: A Surrogate-Assisted Neuroevolution Approach Using Linear Genetic Programming.

Fergal Stapleton, Brendan Cody-Kenny, Edgar Galván

Proceedings of the Optimization and Learning - 7th International Conference, 2024

NeuroLGP-SM: Scalable Surrogate-Assisted N euroevolution for Deep Neural Networks.

Fergal Stapleton, Edgar Galván

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023

Evolutionary Multi-objective Optimisation in Neurotrajectory Prediction.

Edgar Galván, Fergal Stapleton

Appl. Soft Comput., October, 2023

Initial Steps Towards Tackling High-dimensional Surrogate Modeling for Neuroevolution Using Kriging Partial Least Squares.

Fergal Stapleton, Edgar Galván

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022

Semantics in Multi-objective Genetic Programming.

Edgar Galván, Leonardo Trujillo, Fergal Stapleton

Appl. Soft Comput., 2022

Neuroevolutionary multi-objective approaches to trajectory prediction in autonomous vehicles.

Fergal Stapleton, Edgar Galván, Ganesh Sistu, Senthil Kumar Yogamani

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Highlights of semantics in multi-objective genetic programming.

Edgar Galván, Leonardo Trujillo, Fergal Stapleton

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

Semantic Neighborhood Ordering in Multi-objective Genetic Programming based on Decomposition.

Fergal Stapleton, Edgar Galván

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020

Promoting Semantics in Multi-objective Genetic Programming based on Decomposition.

Edgar Galván, Fergal Stapleton

CoRR, 2020

Semantic-based Distance Approaches in Multi-objective Genetic Programming.

Edgar Galván, Fergal Stapleton

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020