Edward Pearce-Crump

Postdoc, Imperial College London

Joined

January 2023

Names

Edward Pearce-Crump (Preferred)

Emails

****@ic.ac.uk (Confirmed)

Personal Links

Career & Education History

Postdoc

Imperial College London (imperial.ac.uk)

2025 – Present

PhD student

Imperial College London (imperial.ac.uk)

2020 – 2024

Advisors, Relations & Conflicts

Postdoc Advisor

2025 – Present

PhD Advisor

William J. Knottenbelt

2020 – 2024

Expertise

Group Equivariant Neural Networks

2020 – Present

Algebraic Combinatorics

2020 – Present

Publications

Permutation Equivariant Neural Networks for Antisymmetric Tensors
Edward Pearce-Crump
- Submitted to ICLR 2026
- Readers: Everyone
Compact Matrix Quantum Group Equivariant Neural Networks
Edward Pearce-Crump
- ICML 2025 poster
- Readers: Everyone
Permutation Equivariant Neural Networks for Symmetric Tensors
Edward Pearce-Crump
- ICML 2025 poster
- Readers: Everyone
Graph Automorphism Group Equivariant Neural Networks
Edward Pearce-Crump, William Knottenbelt
- ICML 2024 Poster
- Readers: Everyone
How Jellyfish Characterise Alternating Group Equivariant Neural Networks
Edward Pearce-Crump
- ICML 2023 Poster
- Readers: Everyone
Brauer's Group Equivariant Neural Networks
Edward Pearce-Crump
- ICML 2023 OralPoster
- Readers: Everyone
How Jellyfish Characterise Alternating Group Equivariant Neural Networks
Edward Pearce-Crump
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Categorification of Group Equivariant Neural Networks
Edward Pearce-Crump
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
An Algorithm for Computing with Brauer's Group Equivariant Neural Network Layers
Edward Pearce-Crump
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Brauer's Group Equivariant Neural Networks
Edward Pearce-Crump
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone

View all 12 publications

Co-Authors

William Knottenbelt