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Thomas Davies
Thomas Davies
The Alan Turing Institute
Verified email at turing.ac.uk
Title
Cited by
Cited by
Year
Iclr 2021 challenge for computational geometry & topology: Design and results
N Miolane, M Caorsi, U Lupo, M Guerard, N Guigui, J Mathe, Y Cabanes, ...
arXiv preprint arXiv:2108.09810, 2021
162021
Canaries and whistles: Resilient drone communication networks with (or without) deep reinforcement learning
C Hicks, V Mavroudis, M Foley, T Davies, K Highnam, T Watson
Proceedings of the 16th ACM Workshop on Artificial Intelligence and Security …, 2023
122023
Fuzzy c-means clustering in persistence diagram space for deep learning model selection
T Davies, J Aspinall, B Wilder, TT Long
NeurIPS Workshop on Symmetry and Geometry in Neural Representations, 137-157, 2023
8*2023
A review of topological data analysis for cybersecurity
T Davies
arXiv preprint arXiv:2202.08037, 2022
72022
The persistent Laplacian for data science: Evaluating higher-order persistent spectral representations of data
T Davies, Z Wan, RJ Sanchez-Garcia
International Conference on Machine Learning, 7249-7263, 2023
62023
Topological data analysis for anomaly detection in host-based logs
T Davies
arXiv preprint arXiv:2204.12919, 2022
62022
How fair is your graph? Exploring fairness concerns in neuroimaging studies
F Ribeiro, V Shumovskaia, T Davies, I Ktena
Machine Learning for Healthcare Conference, 459-478, 2022
52022
Hypothesis classes with a unique persistence diagram are NOT nonuniformly learnable
NG Bishop, T Davies, L Tran-Thanh
TDA {\&} Beyond, 2020
12020
The persistent homology of complexes from point data sets
T Davies
12019
Persistence-based summaries for data analysis with applications to cyber security
T Davies
University of Southampton, 2023
2023
Evaluating graph fairness in transductive learning
F Ribeiro, V Shumovskaia, T Davies, I Ktena
Medical Imaging with Deep Learning, 2022
2022
Topological Vanilla Transfer Learning
NG Bishop, LT Nguyen, HT Thai, T Davies, L Tran-Thanh
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Articles 1–12