Graph-based Semi-Supervised & Active Learning for Edge Flows

Graph-based Semi-Supervised & Active Learning for Edge Flows

17 May 2019

Michael T. Schaub

Santiago Segarra

Austin R. Benson

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Papers citing "Graph-based Semi-Supervised & Active Learning for Edge Flows"

14 / 14 papers shown

Title
Graph Neural Networks for Edge Signals: Orientation Equivariance and Invariance Dominik Fuchsgruber Tim Poštuvan Stephan Günnemann Simon Geisler 78 3 0 22 Oct 2024
Graph Classification Gaussian Processes via Hodgelet Spectral Features Mathieu Alain So Takao Xiaowen Dong Bastian Rieck Emmanuel Noutahi 147 2 0 14 Oct 2024
Convolutional Filtering in Simplicial Complexes Elvin Isufi Maosheng Yang 82 14 0 29 Jan 2022
Simplicial Convolutional Filters Maosheng Yang Elvin Isufi Michael T. Schaub G. Leus 102 34 0 27 Jan 2022
Signal Processing on Cell Complexes T. Roddenberry Michael T. Schaub Mustafa Hajij 73 43 0 11 Oct 2021
The decomposition of the higher-order homology embedding constructed from the $k$ -Laplacian Yu-Chia Chen M. Meilă 93 9 0 23 Jul 2021
Signal processing on simplicial complexes Michael T. Schaub Jean-Baptiste Seby Florian Frantzen T. Roddenberry Yu Zhu Santiago Segarra 68 18 0 14 Jun 2021
What are higher-order networks? C. Bick Elizabeth Gross Heather A. Harrington Michael T. Schaub 177 288 0 20 Apr 2021
Finite Impulse Response Filters for Simplicial Complexes Maosheng Yang Elvin Isufi Michael T. Schaub G. Leus 77 36 0 23 Mar 2021
Helmholtzian Eigenmap: Topological feature discovery & edge flow learning from point cloud data Yu-Chia Chen Weicheng Wu M. Meilă Ioannis G. Kevrekidis 73 12 0 13 Mar 2021
Principled Simplicial Neural Networks for Trajectory Prediction T. Roddenberry Nicholas Glaze Santiago Segarra 3DPC 129 93 0 19 Feb 2021
Signal Processing on Higher-Order Networks: Livin' on the Edge ... and Beyond Michael T. Schaub Yu Zhu Jean-Baptiste Seby T. Roddenberry Santiago Segarra 225 149 0 14 Jan 2021
Residual Correlation in Graph Neural Network Regression Junteng Jia Austin R. Benson 127 25 0 19 Feb 2020
Learning Multi-Agent Coordination through Connectivity-driven Communication E. Pesce Giovanni Montana 130 16 0 12 Feb 2020