Edward Pearce-Crump

According to our database, Edward Pearce-Crump authored at least 10 papers between 2022 and 2024.

Collaborative distances:

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

2024

A Diagrammatic Approach to Improve Computational Efficiency in Group Equivariant Neural Networks.

Edward Pearce-Crump, William J. Knottenbelt

CoRR, 2024

Graph Automorphism Group Equivariant Neural Networks.

Edward Pearce-Crump, William J. Knottenbelt

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Connecting Permutation Equivariant Neural Networks and Partition Diagrams.

Edward Pearce-Crump

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Compact Matrix Quantum Group Equivariant Neural Networks.

Edward Pearce-Crump

CoRR, 2023

Graph Automorphism Group Equivariant Neural Networks.

Edward Pearce-Crump

CoRR, 2023

An Algorithm for Computing with Brauer's Group Equivariant Neural Network Layers.

Edward Pearce-Crump

CoRR, 2023

Categorification of Group Equivariant Neural Networks.

Edward Pearce-Crump

CoRR, 2023

How Jellyfish Characterise Alternating Group Equivariant Neural Networks.

Edward Pearce-Crump

Proceedings of the International Conference on Machine Learning, 2023

Brauer's Group Equivariant Neural Networks.

Edward Pearce-Crump

Proceedings of the International Conference on Machine Learning, 2023

2022

A Multigraph Approach for Performing the Quantum Schur Transform.

Edward Pearce-Crump

CoRR, 2022