Matrix Completion on Graphs

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Matrix Completion on Graphs

7 August 2014

Vassilis Kalofolias

P. Vandergheynst

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Papers citing "Matrix Completion on Graphs"

16 / 66 papers shown

Title
Learning Latent Features with Pairwise Penalties in Low-Rank Matrix Completion Kaiyi Ji Jian Tan Jinfeng Xu Yuejie Chi 68 3 0 16 Feb 2018
Multi-dimensional Graph Fourier Transform T. Kurokawa Taihei Oki H. Nagao 46 19 0 21 Dec 2017
Large Scale Graph Learning from Smooth Signals Vassilis Kalofolias Nathanael Perraudin 96 82 0 16 Oct 2017
Graph Convolutional Matrix Completion Rianne van den Berg Thomas Kipf Max Welling GNN 129 1,265 0 07 Jun 2017
CayleyNets: Graph Convolutional Neural Networks with Complex Rational Spectral Filters Ron Levie Federico Monti Xavier Bresson M. Bronstein GNN 191 660 0 22 May 2017
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks Federico Monti M. Bronstein Xavier Bresson GNN 196 522 0 22 Apr 2017
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 442 1,824 0 25 Nov 2016
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 823 3,301 0 24 Nov 2016
Going off the Grid: Iterative Model Selection for Biclustered Matrix Completion Eric C. Chi Liuyi Hu A. Saibaba A. Rao 41 2 0 18 Oct 2016
Low-Rank Matrices on Graphs: Generalized Recovery & Applications N. Shahid Nathanael Perraudin P. Vandergheynst 73 1 0 18 May 2016
A Harmonic Extension Approach for Collaborative Ranking Da Kuang Zuoqiang Shi Stanley Osher Andrea L. Bertozzi 139 6 0 16 Feb 2016
How to learn a graph from smooth signals Vassilis Kalofolias 98 516 0 11 Jan 2016
Song Recommendation with Non-Negative Matrix Factorization and Graph Total Variation Kirell Benzi Vassilis Kalofolias Xavier Bresson P. Vandergheynst 52 51 0 08 Jan 2016
Factorizing LambdaMART for cold start recommendations P. Nguyen Jun Wang Alexandros Kalousis 29 7 0 04 Nov 2015
Fast Robust PCA on Graphs N. Shahid Nathanael Perraudin Vassilis Kalofolias Gilles Puy P. Vandergheynst 101 110 0 29 Jul 2015
Functional correspondence by matrix completion Artiom Kovnatsky M. Bronstein Xavier Bresson P. Vandergheynst 67 90 0 27 Dec 2014