Dr Sue Parkinson
Status
Research Fellow
Research groups
Address
Mathematical Institute
University of Oxford
Andrew Wiles Building
Radcliffe Observatory Quarter
Woodstock Road
Oxford
OX2 6GG
University of Oxford
Andrew Wiles Building
Radcliffe Observatory Quarter
Woodstock Road
Oxford
OX2 6GG
Recent publications
ReLU Neural Networks with Linear Layers Are Biased towards Single- and Multi-index Models
Parkinson, S Ongie, G Willett, R SIAM Journal on Mathematics of Data Science volume 7 issue 3 1021-1052 (30 Sep 2025) doi:10.1137/24m1672158 Ten simple rules for success as a trainee-led outreach organization in computational biology education
Blanc, J Steiner, M Blake, L Gibbons, E Ianni-Ravn, M Morgan, R Parkinson, S Porras, C Zhong, E PLOS Computational Biology volume 21 issue 7 e1013281-e1013281 (11 Jul 2025) doi:10.1371/journal.pcbi.1013281 Solving Inverse Problems with Deep Linear Neural Networks: Global Convergence Guarantees for Gradient Descent with Weight Decay
Laus, H Parkinson, S Charisopoulos, V Krahmer, F Willett, R (21 Feb 2025) https://arxiv.org/abs/2502.15522v3 Depth Separation in Norm-Bounded Infinite-Width Neural Networks
Parkinson, S Ongie, G Willett, R Shamir, O Srebro, N (13 Feb 2024) https://arxiv.org/abs/2402.08808v1 ReLU Neural Networks with Linear Layers are Biased Towards Single- and Multi-Index Models
Parkinson, S Ongie, G Willett, R (24 May 2023) https://arxiv.org/abs/2305.15598v4