Spectral embedding for dynamic networks with stability guarantees

v1v2 (latest)

Spectral embedding for dynamic networks with stability guarantees

2 June 2021

Patrick Rubin-Delanchy

ArXiv (abs)PDF HTML

Papers citing "Spectral embedding for dynamic networks with stability guarantees"

11 / 11 papers shown

Title
Unsupervised Attributed Dynamic Network Embedding with Stability Guarantees Emma Ceccherini Ian Gallagher Andrew Jones Daniel J. Lawson 97 0 0 04 Mar 2025
Principal Graph Encoder Embedding and Principal Community Detection Cencheng Shen Yuexiao Dong Carey E. Priebe Jonathan Larson Ha Trinh Youngser Park 126 1 0 24 Jan 2025
Generalized Grade-of-Membership Estimation for High-dimensional Locally Dependent Data Ling Chen Chengzhu Huang Yuqi Gu 56 0 0 27 Dec 2024
Valid Conformal Prediction for Dynamic GNNs Ed Davis Ian Gallagher Daniel J. Lawson Patrick Rubin-Delanchy AI4CE 239 4 0 29 May 2024
Refined Graph Encoder Embedding via Self-Training and Latent Community Recovery Cencheng Shen Jonathan Larson Ha Trinh Carey E. Priebe 92 2 0 21 May 2024
Dynamic clustering for heterophilic stochastic block models with time-varying node memberships Kevin Z Lin Jing Lei 67 2 0 08 Mar 2024
A Simple and Powerful Framework for Stable Dynamic Network Embedding Ed Davis Ian Gallagher Daniel J. Lawson Patrick Rubin-Delanchy 88 4 0 14 Nov 2023
Gradient-Based Spectral Embeddings of Random Dot Product Graphs Marcelo Fiori Bernardo Marenco Federico Larroca P. Bermolen Gonzalo Mateos BDL 78 3 0 25 Jul 2023
Intensity Profile Projection: A Framework for Continuous-Time Representation Learning for Dynamic Networks Alexander Modell Ian Gallagher Emma Ceccherini N. Whiteley Patrick Rubin-Delanchy 64 4 0 09 Jun 2023
Synergistic Graph Fusion via Encoder Embedding Cencheng Shen Carey E. Priebe Jonathan Larson Ha Trinh AI4CE 87 7 0 31 Mar 2023
The Importance of Being Correlated: Implications of Dependence in Joint Spectral Inference across Multiple Networks Konstantinos Pantazis A. Athreya Jesús Arroyo W. Frost E. Hill V. Lyzinski 85 12 0 01 Aug 2020