125230 ; 125210
Lehrstuhl für Computational Network Science Also known as:Juniorprofessur für Computational Network Science| ID | I:(DE-82)125230_20200623 |
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Contribution to a book/Contribution to a conference proceedings
HLSAD: Hodge Laplacian-based Simplicial Anomaly Detection
KDD ’25 : Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2
31. ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2025, Toronto, ONToronto, ON, Canada, 3 Aug 2025 - 7 Aug 2025
New York, NY : Association for Computing Machinery 626-636 (2025) [10.1145/3711896.3736998]
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Journal Article
Improving the noise estimation of latent neural stochastic differential equations
Chaos : an interdisciplinary journal of nonlinear science 35(6), 063139 (2025) [10.1063/5.0257224]
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Preprint
Don't be Afraid of Cell Complexes : An Introduction from an Applied Perspective
41 Seiten (2025) [10.48550/arXiv.2506.09726]
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Dissertation / PhD Thesis
Models and algorithms for systematic network randomization
Aachen : RWTH Aachen University 1 Online-Ressource : Illustrationen (2025) [10.18154/RWTH-2025-05201] = Dissertation, RWTH Aachen University, 2025
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Preprint
HLSAD: Hodge Laplacian-based Simplicial Anomaly Detection
11 Seiten (2025) [10.48550/arXiv.2505.24534]
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Journal Article
Ellipsoidal Embeddings of Graphs
SIAM journal on applied mathematics 85(2), 413-432 (2025) [10.1137/24M1648363]
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Contribution to a book/Contribution to a conference proceedings
A Bayesian Perspective on Uncertainty Quantification for Estimated Graph Signals
2025 IEEE International Conference on Acoustics, Speech, and Signal Processing : conference proceedings : Hyderabad, India / sponsors and organizer: IEEE, IEEE Signal Processing Society ; K V S Hari, V John Mathews, general chairs
2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025, HyderabadHyderabad, India, 6 Apr 2025 - 11 Apr 2025
[Piscataway, NJ] : IEEE 5 Seiten (2025) [10.1109/ICASSP49660.2025.10889783]
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Preprint
Efficient Sparsification of Simplicial Complexes via Local Densities of States
10 Seiten (2025) [10.48550/arXiv.2502.07558]
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Contribution to a book/Contribution to a conference proceedings
Topological Trajectory Classification and Landmark Inference on Simplicial Complexes
Conference record of the Fifty-Eighth Asilomar Conference on Signals, Systems & Computers : October 27 - 30, 2024, Pacific Grove, California / edited by: Michael B. Matthews, ICR ; technical co-sponsor: the IEEE Signal Processing Society
58. Asilomar Conference on Signals, Systems, and Computers, Pacific GrovePacific Grove, USA, 27 Oct 2024 - 30 Oct 2024
[Piscataway, NJ] : IEEE 44-48 (2024) [10.1109/IEEECONF60004.2024.10942887]
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Journal Article
Contractivity of neural ODEs: An eigenvalue optimization problem
Mathematics of computation (2025) [10.1090/mcom/4059]
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All known publications ...
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