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Déborah Sulem
Déborah Sulem
Verified email at spc.ox.ac.uk
Title
Cited by
Cited by
Year
Simple discrete-time self-exciting models can describe complex dynamic processes: A case study of COVID-19
R Browning, D Sulem, K Mengersen, V Rivoirard, J Rousseau
PloS one 16 (4), e0250015, 2021
222021
Regularized spectral methods for clustering signed networks
M Cucuringu, AV Singh, D Sulem, H Tyagi
Journal of Machine Learning Research 22 (264), 1-79, 2021
182021
Bayesian estimation of nonlinear Hawkes processes
D Sulem, V Rivoirard, J Rousseau
Bernoulli 30 (2), 1257-1286, 2024
142024
Graph similarity learning for change-point detection in dynamic networks
D Sulem, H Kenlay, M Cucuringu, X Dong
arXiv preprint arXiv:2203.15470, 2022
52022
Diverse counterfactual explanations for anomaly detection in time series
D Sulem, M Donini, MB Zafar, FX Aubet, J Gasthaus, T Januschowski, ...
arXiv preprint arXiv:2203.11103, 2022
52022
Scalable variational bayes methods for Hawkes processes
D Sulem, V Rivoirard, J Rousseau
arXiv preprint arXiv:2212.00293, 2022
32022
An empirical study of simplicial representation learning with wasserstein distance
M Yamada, Y Takezawa, G Houry, KM Dusterwald, D Sulem, H Zhao, ...
arXiv preprint arXiv:2310.10143, 2023
12023
Estimating the history of a random recursive tree
S Briend, C Giraud, G Lugosi, D Sulem
arXiv preprint arXiv:2403.09755, 2024
2024
Flexible estimation of temporal point processes and graphs
D Sulem
University of Oxford, 2023
2023
Scalable and adaptive variational Bayes methods for Hawkes processes
D Sulem, V Rivoirard, J Rousseau
arXiv preprint arXiv:2212.00293, 2022
2022
Simple discrete-time self-exciting models can describe complex dynamic processes: a case study of COVID-19 (preprint)
R Browning, D Sulem, K Mengersen, V Rivoirard, J Rousseau
2020
Bayesian estimation of multivariate Hawkes processes: a graph perspective and a general approach to interaction modelling
D Sulem, V Rivoirard, J Rousseau
Journees de Statistiques de la Societe de Statistique 52, 738-743, 2020
2020
Scalable variational Bayes methods for multivariate temporal point processes
D Sulem, V Rivoirard, J Rousseau
European Meeting of Statisticians 2023 Warsaw 3–7 July, 2023 Book of …, 0
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