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Andrew Elliott
Andrew Elliott
Lecturer, Department of Maths and Statistics, University of Glasgow
Verified email at turing.ac.uk - Homepage
Title
Cited by
Cited by
Year
Seasonal Arctic sea ice forecasting with probabilistic deep learning
TR Andersson, JS Hosking, M Pérez-Ortiz, B Paige, A Elliott, C Russell, ...
Nature communications 12 (1), 5124, 2021
1522021
Explaining classifiers using adversarial perturbations on the perceptual ball
A Elliott, S Law, C Russell
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
35*2021
Core–periphery structure in directed networks
A Elliott, A Chiu, M Bazzi, G Reinert, M Cucuringu
Proceedings of the Royal Society A 476 (2241), 20190783, 2020
312020
Anomaly detection in networks with application to financial transaction networks
A Elliott, M Cucuringu, MM Luaces, P Reidy, G Reinert
arXiv preprint arXiv:1901.00402, 2019
242019
TAPAS: a Toolbox for Adversarial Privacy Auditing of Synthetic Data
F Houssiau, J Jordon, SN Cohen, O Daniel, A Elliott, J Geddes, C Mole, ...
NeurIPS 2022 Workshop on Synthetic Data for Empowering ML Research, 2022
202022
Seasonal Arctic sea ice forecasting with probabilistic deep learning, Nat. Commun., 12, 5124
TR Andersson, JS Hosking, M Pérez-Ortiz, B Paige, A Elliott, C Russell, ...
162021
Motif-based spectral clustering of weighted directed networks
WG Underwood, A Elliott, M Cucuringu
Applied Network Science 5 (1), 1-41, 2020
132020
SaGess: Sampling Graph Denoising Diffusion Model for Scalable Graph Generation
S Limnios, P Selvaraj, M Cucuringu, C Maple, G Reinert, A Elliott
arXiv preprint arXiv:2306.16827, 2023
62023
Counterfactual Fairness in Synthetic Data Generation
M Abroshan, MM Khalili, A Elliott
NeurIPS 2022 Workshop on Synthetic Data for Empowering ML Research, 2022
62022
A nonparametric significance test for sampled networks
A Elliott, E Leicht, A Whitmore, G Reinert, F Reed-Tsochas
Bioinformatics 34 (1), 64-71, 2018
62018
Where's the Cash? The Geography of Cash Points in Tanzania
I Mas, A Elliott
The Geography of Cash Points in Tanzania (November 11, 2014). FSDT Focus Note, 2013
62013
DAMNETS: A Deep Autoregressive Model for Generating Markovian Network Time Series
J Clarkson, M Cucuringu, A Elliott, G Reinert
Learning on Graphs Conference, 2022
32022
Random Walk based Conditional Generative Model for Temporal Networks with Attributes
S Limnios, A Elliott, M Cucuringu, G Reinert
NeurIPS 2022 Workshop on Synthetic Data for Empowering ML Research, 2022
32022
Anomaly detection in networks using spectral methods and network comparison approaches
A Elliott, PRMM Luaces, M Cucuringu, G Reinert
arXiv preprint arXiv:1901.00402, 2019
32019
Deep learning for monthly Arctic sea ice concentration prediction
T Andersson, F Agocs, S Hosking, M Pérez-Ortiz, B Paige, C Russell, ...
EGU General Assembly Conference Abstracts, 15481, 2020
22020
Explaining holistic image regressors and classifiers in urban analytics with plausible counterfactuals
S Law, R Hasegawa, B Paige, C Russell, A Elliott
International Journal of Geographical Information Science, 1-22, 2023
12023
Imposing Fairness Constraints in Synthetic Data Generation
M Abroshan, A Elliott, MM Khalili
International Conference on Artificial Intelligence and Statistics, 2269-2277, 2024
2024
L2G2G: A Scalable Local-to-Global Network Embedding with Graph Autoencoders
R Ouyang, A Elliott, S Limnios, M Cucuringu, G Reinert
International Conference on Complex Networks and Their Applications, 400-412, 2023
2023
Agent swarms: cooperation and coordination under stringent communications constraint
P Kinsler, S Holman, A Elliott, CN Mitchell, RE Wilson
arXiv preprint arXiv:2210.01163, 2022
2022
A daily to seasonal Arctic sea ice forecasting AI
TR Andersson, JS Hosking, E Krige, M Pérez-Ortiz, B Paige, A Elliott, ...
EGU21, 2021
2021
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