Kernel-based Inference of Functions over Graphs

Kernel-based Inference of Functions over Graphs

28 November 2017

A. Nikolakopoulos

Papers citing "Kernel-based Inference of Functions over Graphs"

16 / 16 papers shown

Title
Implicit vs Unfolded Graph Neural Networks Yongyi Yang Tang Liu Yangkun Wang Zengfeng Huang David Wipf 179 15 0 12 Nov 2021
Inference of Spatio-Temporal Functions over Graphs via Multi-Kernel Kriged Kalman Filtering V. Ioannidis Daniel Romero G. Giannakis 41 30 0 25 Nov 2017
Randomized Block Frank-Wolfe for Convergent Large-Scale Learning Liang Zhang G. Wang Daniel Romero G. Giannakis 37 17 0 27 Dec 2016
Kernel-based Reconstruction of Space-time Functions on Dynamic Graphs Daniel Romero V. Ioannidis G. Giannakis 29 88 0 12 Dec 2016
Nonlinear Structural Vector Autoregressive Models for Inferring Effective Brain Network Connectivity Yanning Shen Brian Baingana G. Giannakis 40 30 0 20 Oct 2016
Tracking Switched Dynamic Network Topologies from Information Cascades Brian Baingana G. Giannakis 42 43 0 28 Jun 2016
Kernel-based Reconstruction of Graph Signals Daniel Romero Meng Ma G. Giannakis 55 20 0 23 May 2016
Adaptive Least Mean Squares Estimation of Graph Signals P. Lorenzo Sergio Barbarossa P. Banelli S. Sardellitti 62 120 0 18 Feb 2016
Signal Representations on Graphs: Tools and Applications Siheng Chen R. Varma Aarti Singh J. Kovacevic 35 35 0 16 Dec 2015
Top-N recommendations in the presence of sparsity: An NCD-based approach A. Nikolakopoulos J. Garofalakis CML 39 13 0 30 Jun 2015
Decentralized learning for wireless communications and networking G. Giannakis Qing Ling Gonzalo Mateos I. Schizas Hao Zhu 65 88 0 30 Mar 2015
A Probabilistic Interpretation of Sampling Theory of Graph Signals Akshay Gadde Antonio Ortega 82 73 0 23 Mar 2015
Signal Processing on Graphs: Causal Modeling of Unstructured Data Jonathan Mei José M. F. Moura CML AI4TS 41 191 0 28 Feb 2015
Localized Iterative Methods for Interpolation in Graph Structured Data S. K. Narang Akshay Gadde Eduard Sanou Antonio Ortega 57 121 0 09 Oct 2013
The Emerging Field of Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains D. Shuman S. K. Narang P. Frossard Antonio Ortega P. Vandergheynst 120 3,972 0 31 Oct 2012
A Tutorial on Spectral Clustering U. V. Luxburg 261 10,522 0 01 Nov 2007