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Alexander Modell
Alexander Modell
Research Associate in Statistics and Machine Learning, Imperial College London
Verified email at bristol.ac.uk - Homepage
Title
Cited by
Cited by
Year
Spectral clustering under degree heterogeneity: a case for the random walk Laplacian
A Modell, P Rubin-Delanchy
arXiv preprint arXiv:2105.00987, 2021
122021
A graph embedding approach to user behavior anomaly detection
A Modell, J Larson, M Turcotte, A Bertiger
2021 IEEE International Conference on Big Data (Big Data), 2650-2655, 2021
52021
Network access anomaly detection via graph embedding
AS Bertiger, AD Modell, JK Larson
US Patent 11,949,701, 2024
22024
Spectral embedding and the latent geometry of multipartite networks
A Modell, I Gallagher, J Cape, P Rubin-Delanchy
arXiv preprint arXiv:2202.03945, 2022
22022
Intensity Profile Projection: A framework for continuous-time representation learning for dynamic networks
A Modell, I Gallagher, E Ceccherini, N Whiteley, P Rubin-Delanchy
Advances in Neural Information Processing Systems 36, 2024
12024
Implications of sparsity and high triangle density for graph representation learning
H Sansford, A Modell, N Whiteley, P Rubin-Delanchy
International Conference on Artificial Intelligence and Statistics, 5449-5473, 2023
12023
Hierarchical clustering with dot products recovers hidden tree structure
A Gray, A Modell, P Rubin-Delanchy, N Whiteley
Advances in Neural Information Processing Systems 36, 2024
2024
Spectral embedding of large graphs and dynamic networks
A Modell
2023
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