Matrix Completion on Graphs

7 August 2014

Papers citing "Matrix Completion on Graphs"

22 / 22 papers shown

Title
Matrix Completion with Graph Information: A Provable Nonconvex Optimization Approach Yao Wang Yiyang Yang Kaidong Wang Shanxing Gao Xiuwu Liao 63 0 0 12 Feb 2025
Graph-Based Matrix Completion Applied to Weather Data Benoît Loucheur P.-A. Absil M. Journée 17 1 0 14 Jun 2023
MoReL: Multi-omics Relational Learning Arman Hasanzadeh Ehsan Hajiramezanali N. Duffield Xiaoning Qian 19 7 0 15 Mar 2022
Matrix Completion with Hierarchical Graph Side Information Adel M. Elmahdy Junhyung Ahn Changho Suh S. Mohajer 20 15 0 02 Jan 2022
On the Unreasonable Effectiveness of Feature propagation in Learning on Graphs with Missing Node Features Emanuele Rossi Henry Kenlay Maria I. Gorinova B. Chamberlain Xiaowen Dong M. Bronstein 28 87 0 23 Nov 2021
Nonparametric Matrix Estimation with One-Sided Covariates Chao Yu 23 3 0 26 Oct 2021
On the Fundamental Limits of Matrix Completion: Leveraging Hierarchical Similarity Graphs Junhyung Ahn Adel M. Elmahdy S. Mohajer Changho Suh 24 7 0 12 Sep 2021
Inductive Matrix Completion Using Graph Autoencoder Wei Shen Chuheng Zhang Yunkun Tian Liang Zeng Xiaonan He Wanchun Dou Xiaolong Xu 11 24 0 25 Aug 2021
Depth image denoising using nuclear norm and learning graph model C. Yan Zhisheng Li Yongbing Zhang Yutao Liu Xiangyang Ji Yongdong Zhang 29 222 0 09 Aug 2020
Sampling Signals on Graphs: From Theory to Applications Yuichi Tanaka Yonina C. Eldar Antonio Ortega Gene Cheung 22 10 0 09 Mar 2020
Learning Interpretable Disease Self-Representations for Drug Repositioning Fabrizio Frasca Diego Galeano Guadalupe Gonzalez I. Laponogov Kirill Veselkov A. Paccanaro M. Bronstein 14 2 0 14 Sep 2019
Generalization error bounds for kernel matrix completion and extrapolation Pere Giménez-Febrer A. Pagés-Zamora G. Giannakis 17 8 0 20 Jun 2019
Geometric Matrix Completion with Deep Conditional Random Fields Duc Minh Nguyen A. Calderbank Nikos Deligiannis 20 7 0 29 Jan 2019
Matrix Completion With Variational Graph Autoencoders: Application in Hyperlocal Air Quality Inference Carlo Di Domenico Duc Minh Nguyen Evaggelia Tsiligianni Angel Lopez Aguirre M. Savino Frank Pasveer A. Bouras Nikos Deligiannis 8 24 0 05 Nov 2018
Deep Models of Interactions Across Sets Jason S. Hartford Devon R. Graham Kevin Leyton-Brown Siamak Ravanbakhsh 30 157 0 07 Mar 2018
Learning Latent Features with Pairwise Penalties in Low-Rank Matrix Completion Kaiyi Ji Jian Tan Jinfeng Xu Yuejie Chi 28 3 0 16 Feb 2018
CayleyNets: Graph Convolutional Neural Networks with Complex Rational Spectral Filters Ron Levie Federico Monti Xavier Bresson M. Bronstein GNN 35 657 0 22 May 2017
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 259 3,240 0 24 Nov 2016
How to learn a graph from smooth signals Vassilis Kalofolias 20 503 0 11 Jan 2016
Song Recommendation with Non-Negative Matrix Factorization and Graph Total Variation Kirell Benzi Vassilis Kalofolias Xavier Bresson P. Vandergheynst 16 50 0 08 Jan 2016
Fast Robust PCA on Graphs N. Shahid Nathanael Perraudin Vassilis Kalofolias Gilles Puy P. Vandergheynst 18 109 0 29 Jul 2015
Functional correspondence by matrix completion Artiom Kovnatsky M. Bronstein Xavier Bresson P. Vandergheynst 19 90 0 27 Dec 2014