School of Mathematics & Statistics

Dr Andrew Elliott

  • Senior Lecturer (Statistics)

Research interests

Research groups

Publications

List by: Type | Date

Jump to: 2026 | 2025 | 2024 | 2023 | 2022 | 2021 | 2020 | 2018 | 2014
Number of items: 16.

2026

Zheng, Weiyue ORCID logoORCID: https://orcid.org/0009-0002-5397-4311, Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 (2026) A Bayesian INLA-SPDE approach to spatio-temporal point-grid fusion with change-of-support and misaligned covariates. Spatial Statistics, 74, 100998. (doi: 10.1016/j.spasta.2026.100998)

Aminian, G. et al. (2026) FraudTransformer: Time-Aware GPT for Transaction Fraud Detection. In: IEEE Conference on Artificial Intelligence 2026, Granada, Spain, 08-10 May 2026, pp. 850-856. ISBN 9798331560409 (doi: 10.1109/CAI68641.2026.11536152)

2025

Adams, James M., Reinert, Gesine, Szpruch, Lukasz, Maple, Carsten and Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244 (2025) Individualised Counterfactual Examples Using Conformal Prediction Intervals. In: 14th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2025), Royal Holloway University of London Egham, UK, 10-12 September 2025, pp. 425-444.

2024

Kinsler, Paul, Holman, Sean, Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244, Mitchell, Cathryn N. and Wilson, R. Eddie (2024) Agent swarms: cooperation and coordination under stringent communications constraint. PLoS ONE, 19(12), e0311513. (doi: 10.1371/journal.pone.0311513) (PMID:39661582) (PMCID:PMC11633978)

Abroshan, Mahed, Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244 and Khalili, Mohammad Mahdi (2024) Imposing Fairness Constraints in Synthetic Data Generation. In: 27th International Conference on Artificial Intelligence and Statistics (AISTATS 2024), Valencia, Spain, 2-4 May 2024, pp. 2269-2277.

Ouyang, Ruikang, Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244, Limnios, Stratis, Cucuringu, Mihai and Reinert, Gesine (2024) L2G2G: A scalable local-to-global network embedding with graph autoencoders. In: Complex Networks 2023. Series: Studies in computational intelligence (1141). Springer. (Accepted for Publication)

2023

Law, Stephen, Hasegawa, Rikuo, Paige, Brooks, Russell, Chris and Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244 (2023) Explaining holistic image regressors and classifiers in urban analytics with plausible counterfactuals. International Journal of Geographical Information Science, 37, pp. 2575-2596. (doi: 10.1080/13658816.2023.2214592)

2022

Houssiau, Florimond, Jordon, James, Cohen, Samuel, Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244, Geddes, James, Mole, Callum, Rangel-Smith, Camila and Szpruch, Lukasz (2022) TAPAS: a Toolbox for Adversarial Privacy Auditing of Synthetic Data. NeurIPS 2022 Workshop on Synthetic Data for Empowering ML Research, New Orleans, Louisiana, United States, 2 December 2022.

Limnios, Stratis, Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244, Cucuringu, Mihai and Reinert, Gesine D. (2022) Random Walk based Conditional Generative Model for Temporal Networks with Attributes. NeurIPS 2022 Workshop on Synthetic Data for Empowering ML Research, New Orleans, Louisiana, United States, 2 December 2022.

Clarkson, Jase, Cucuringu, Mihai, Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244 and Reinert, Gesine (2022) DAMNETS: A Deep Autoregressive Model for Generating Markovian Network Time Series. In: LOG 2022 Learning on Graphs Conference, 9-12 December 2022,

2021

Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244, Law, Stephen and Russell, Chris (2021) Explaining Classifiers Using Adversarial Perturbations on the Perceptual Ball. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 11-17 Oct 2021, pp. 10688-10697. (doi: 10.1109/CVPR46437.2021.01055)

Andersson, T. R. et al. (2021) Seasonal Arctic sea ice forecasting with probabilistic deep learning. Nature Communications, 12, 5124. (doi: 10.1038/s41467-021-25257-4) (PMID:34446701) (PMCID:PMC8390499)

2020

Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244, Chiu, Angus, Bazzi, Marya, Reinert, Gesine and Cucuringu, Mihai (2020) Core–periphery structure in directed networks. Proceedings of the Royal Society of London Series A: Mathematical, Physical and Engineering Sciences, 476(2241), 20190783. (doi: 10.1098/rspa.2019.0783) (PMID:33061788) (PMCID:PMC7544362)

Underwood, William G., Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244 and Cucuringu, Mihai (2020) Motif-based spectral clustering of weighted directed networks. Applied Network Science, 5, 62. (doi: 10.1007/s41109-020-00293-z)

2018

Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244, Leicht, Elizabeth, Whitmore, Alan, Reinert, Gesine and Reed-Tsochas, Felix (2018) A nonparametric significance test for sampled networks. Bioinformatics, 34(1), pp. 64-71. (doi: 10.1093/bioinformatics/btx419) (PMID:29036452) (PMCID:PMC5870844)

2014

Mas, Ignacio and Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244 (2014) Where's the Cash? The Geography of Cash Points in Tanzania. Discussion Paper. Financial Sector Deepening Trust, Dar es Salaam, Tanzania.

This list was generated on Mon Sep 21 00:05:03 2026 BST.
Jump to: Articles | Book Sections | Research Reports or Papers | Conference or Workshop Item | Conference Proceedings
Number of items: 16.

Articles

Zheng, Weiyue ORCID logoORCID: https://orcid.org/0009-0002-5397-4311, Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454 and Scott, Marian ORCID logoORCID: https://orcid.org/0000-0002-3709-0623 (2026) A Bayesian INLA-SPDE approach to spatio-temporal point-grid fusion with change-of-support and misaligned covariates. Spatial Statistics, 74, 100998. (doi: 10.1016/j.spasta.2026.100998)

Kinsler, Paul, Holman, Sean, Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244, Mitchell, Cathryn N. and Wilson, R. Eddie (2024) Agent swarms: cooperation and coordination under stringent communications constraint. PLoS ONE, 19(12), e0311513. (doi: 10.1371/journal.pone.0311513) (PMID:39661582) (PMCID:PMC11633978)

Law, Stephen, Hasegawa, Rikuo, Paige, Brooks, Russell, Chris and Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244 (2023) Explaining holistic image regressors and classifiers in urban analytics with plausible counterfactuals. International Journal of Geographical Information Science, 37, pp. 2575-2596. (doi: 10.1080/13658816.2023.2214592)

Andersson, T. R. et al. (2021) Seasonal Arctic sea ice forecasting with probabilistic deep learning. Nature Communications, 12, 5124. (doi: 10.1038/s41467-021-25257-4) (PMID:34446701) (PMCID:PMC8390499)

Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244, Chiu, Angus, Bazzi, Marya, Reinert, Gesine and Cucuringu, Mihai (2020) Core–periphery structure in directed networks. Proceedings of the Royal Society of London Series A: Mathematical, Physical and Engineering Sciences, 476(2241), 20190783. (doi: 10.1098/rspa.2019.0783) (PMID:33061788) (PMCID:PMC7544362)

Underwood, William G., Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244 and Cucuringu, Mihai (2020) Motif-based spectral clustering of weighted directed networks. Applied Network Science, 5, 62. (doi: 10.1007/s41109-020-00293-z)

Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244, Leicht, Elizabeth, Whitmore, Alan, Reinert, Gesine and Reed-Tsochas, Felix (2018) A nonparametric significance test for sampled networks. Bioinformatics, 34(1), pp. 64-71. (doi: 10.1093/bioinformatics/btx419) (PMID:29036452) (PMCID:PMC5870844)

Book Sections

Ouyang, Ruikang, Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244, Limnios, Stratis, Cucuringu, Mihai and Reinert, Gesine (2024) L2G2G: A scalable local-to-global network embedding with graph autoencoders. In: Complex Networks 2023. Series: Studies in computational intelligence (1141). Springer. (Accepted for Publication)

Research Reports or Papers

Mas, Ignacio and Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244 (2014) Where's the Cash? The Geography of Cash Points in Tanzania. Discussion Paper. Financial Sector Deepening Trust, Dar es Salaam, Tanzania.

Conference or Workshop Item

Houssiau, Florimond, Jordon, James, Cohen, Samuel, Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244, Geddes, James, Mole, Callum, Rangel-Smith, Camila and Szpruch, Lukasz (2022) TAPAS: a Toolbox for Adversarial Privacy Auditing of Synthetic Data. NeurIPS 2022 Workshop on Synthetic Data for Empowering ML Research, New Orleans, Louisiana, United States, 2 December 2022.

Limnios, Stratis, Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244, Cucuringu, Mihai and Reinert, Gesine D. (2022) Random Walk based Conditional Generative Model for Temporal Networks with Attributes. NeurIPS 2022 Workshop on Synthetic Data for Empowering ML Research, New Orleans, Louisiana, United States, 2 December 2022.

Conference Proceedings

Aminian, G. et al. (2026) FraudTransformer: Time-Aware GPT for Transaction Fraud Detection. In: IEEE Conference on Artificial Intelligence 2026, Granada, Spain, 08-10 May 2026, pp. 850-856. ISBN 9798331560409 (doi: 10.1109/CAI68641.2026.11536152)

Adams, James M., Reinert, Gesine, Szpruch, Lukasz, Maple, Carsten and Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244 (2025) Individualised Counterfactual Examples Using Conformal Prediction Intervals. In: 14th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2025), Royal Holloway University of London Egham, UK, 10-12 September 2025, pp. 425-444.

Abroshan, Mahed, Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244 and Khalili, Mohammad Mahdi (2024) Imposing Fairness Constraints in Synthetic Data Generation. In: 27th International Conference on Artificial Intelligence and Statistics (AISTATS 2024), Valencia, Spain, 2-4 May 2024, pp. 2269-2277.

Clarkson, Jase, Cucuringu, Mihai, Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244 and Reinert, Gesine (2022) DAMNETS: A Deep Autoregressive Model for Generating Markovian Network Time Series. In: LOG 2022 Learning on Graphs Conference, 9-12 December 2022,

Elliott, Andrew ORCID logoORCID: https://orcid.org/0000-0002-4536-5244, Law, Stephen and Russell, Chris (2021) Explaining Classifiers Using Adversarial Perturbations on the Perceptual Ball. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 11-17 Oct 2021, pp. 10688-10697. (doi: 10.1109/CVPR46437.2021.01055)

This list was generated on Mon Sep 21 00:05:03 2026 BST.

Supervision

  • Wansbrough, Aidan
    Exploring Hybrid Flood modelling leveraging GPU/Exascale computing
  • ZHAO, ZHENGDUO
    STATISTICAL EMULATION AND UNCERTAINTY QUANTIFICATION FOR CARDIO-MECHANIC AND CARDIO-VASCULAR DISEASE MODELLING