2024

Kinsler, Paul, Holman, Sean, Elliott, Andrew ORCID: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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.

Articles

Kinsler, Paul, Holman, Sean, Elliott, Andrew ORCID: 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: 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: 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: 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: 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: 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: 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: 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: 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

Abroshan, Mahed, Elliott, Andrew ORCID: 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: 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: 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)