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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
112021
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
82021
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
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
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
Entrywise error bounds for low-rank approximations of kernel matrices
A Modell
arXiv preprint arXiv:2405.14494, 2024
2024
Network access anomaly detection via graph embedding
AS Bertiger, AD Modell, JK Larson
US Patent 11,949,701, 2024
2024
Spectral embedding of large graphs and dynamic networks
AD Modell
University of Bristol, 2024
2024
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