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Matrix Completion on Graphs

7 August 2014

Papers citing "Matrix Completion on Graphs"

50 / 66 papers shown

Title
Matrix Completion with Graph Information: A Provable Nonconvex Optimization Approach Yao Wang Yiyang Yang Kaidong Wang Shanxing Gao Xiuwu Liao 93 0 0 12 Feb 2025
Multi-Channel Hypergraph Contrastive Learning for Matrix Completion Xiang Li Changsheng Shui Yanwei Yu Chao Huang Zhongying Zhao Junyu Dong 115 0 0 02 Nov 2024
Scalable unsupervised alignment of general metric and non-metric structures S. Vedula Valentino Maiorca Lorenzo Basile Francesco Locatello Alex Bronstein 110 2 0 19 Jun 2024
Multilinear Kernel Regression and Imputation via Manifold Learning D. Nguyen Konstantinos Slavakis 39 2 0 06 Feb 2024
Provable Tensor Completion with Graph Information Kaidong Wang Yao Wang Xiuwu Liao Shaojie Tang Can Yang Deyu Meng 55 0 0 04 Oct 2023
Graph-Based Matrix Completion Applied to Weather Data Benoît Loucheur P.-A. Absil M. Journée 27 1 0 14 Jun 2023
Combining Explicit and Implicit Regularization for Efficient Learning in Deep Networks Dan Zhao 104 6 0 01 Jun 2023
Graph Filters for Signal Processing and Machine Learning on Graphs Elvin Isufi Fernando Gama D. Shuman Santiago Segarra GNN 81 72 0 16 Nov 2022
Correlating sparse sensing for large-scale traffic speed estimation: A Laplacian-enhanced low-rank tensor kriging approach Tong Nie Guoyang Qin Yunpeng Wang Jian Sun 81 27 0 21 Oct 2022
Matrix Completion with Cross-Concentrated Sampling: Bridging Uniform Sampling and CUR Sampling HanQin Cai Longxiu Huang Pengyu Li Deanna Needell 94 16 0 20 Aug 2022
Spiking Graph Convolutional Networks Zulun Zhu Jiaying Peng Jintang Li Liang Chen Qi Yu Siqiang Luo GNN 52 46 0 05 May 2022
Bayesian Low-rank Matrix Completion with Dual-graph Embedding: Prior Analysis and Tuning-free Inference Y. Chen Lei Cheng Yik-Chung Wu BDL 53 16 0 18 Mar 2022
MoReL: Multi-omics Relational Learning Arman Hasanzadeh Ehsan Hajiramezanali N. Duffield Xiaoning Qian 51 7 0 15 Mar 2022
Matrix Completion with Hierarchical Graph Side Information Adel M. Elmahdy Junhyung Ahn Changho Suh S. Mohajer 70 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 91 97 0 23 Nov 2021
Nonparametric Matrix Estimation with One-Sided Covariates Chao Yu 53 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 49 7 0 12 Sep 2021
Inductive Matrix Completion Using Graph Autoencoder Wei Shen Wei Shen Yunkun Tian Liang Zeng Xiaonan He Wanchun Dou Xiaolong Xu 103 26 0 25 Aug 2021
eGHWT: The Extended Generalized Haar-Walsh Transform N. Saito Y. Shao 17 4 0 11 Jul 2021
Temporal Graph Signal Decomposition Maxwell McNeil Lin Zhang Petko Bogdanov 41 15 0 25 Jun 2021
Matrix Decomposition on Graphs: A Functional View Abhishek Sharma M. Ovsjanikov 38 3 0 05 Feb 2021
BayReL: Bayesian Relational Learning for Multi-omics Data Integration Ehsan Hajiramezanali Arman Hasanzadeh N. Duffield Krishna R. Narayanan Xiaoning Qian 30 10 0 12 Oct 2020
Geometric Matrix Completion: A Functional View Abhishek Sharma M. Ovsjanikov 28 1 0 29 Sep 2020
DeepVir -- Graphical Deep Matrix Factorization for "In Silico" Antiviral Repositioning: Application to COVID-19 Aanchal Mongia Stuti Jain Émilie Chouzenoux A. Majumdar 38 0 0 22 Sep 2020
Depth image denoising using nuclear norm and learning graph model C. Yan Zhisheng Li Yongbing Zhang Yutao Liu Xiangyang Ji Yongdong Zhang 81 233 0 09 Aug 2020
Multi-way Graph Signal Processing on Tensors: Integrative analysis of irregular geometries Jay S. Stanley III Eric C. Chi Zhengchao Wan 57 24 0 30 Jun 2020
MC2G: An Efficient Algorithm for Matrix Completion with Social and Item Similarity Graphs Q. Zhang Geewon Suh Changho Suh Vincent Y. F. Tan 44 15 0 08 Jun 2020
Simultaneous imputation and disease classification in incomplete medical datasets using Multigraph Geometric Matrix Completion (MGMC) G. Vivar Anees Kazi Hendrik Burwinkel A. Zwergal Nassir Navab Seyed-Ahmad Ahmadi 49 15 0 14 May 2020
Orthogonal Inductive Matrix Completion Antoine Ledent Rodrigo Alves Marius Kloft 47 14 0 03 Apr 2020
Discrete-Valued Latent Preference Matrix Estimation with Graph Side Information Changhun Jo Kangwook Lee 46 6 0 16 Mar 2020
Sampling Signals on Graphs: From Theory to Applications Yuichi Tanaka Yonina C. Eldar Antonio Ortega Gene Cheung 58 10 0 09 Mar 2020
Community Detection and Matrix Completion with Social and Item Similarity Graphs Q. Zhang Vincent Y. F. Tan Changho Suh 8 6 0 06 Dec 2019
Multi-Component Graph Convolutional Collaborative Filtering Tianlin Li Ruijia Wang C. Shi Guojie Song Qingyong Li 68 116 0 25 Nov 2019
Learning Interpretable Disease Self-Representations for Drug Repositioning Fabrizio Frasca Diego Galeano Guadalupe Gonzalez I. Laponogov Kirill Veselkov A. Paccanaro M. Bronstein 25 2 0 14 Sep 2019
Node Attribute Generation on Graphs Xu Chen Siheng Chen Huangjie Zheng Jiangchao Yao Kenan Cui Ya Zhang Ivor W. Tsang 34 2 0 23 Jul 2019
Laplacian-regularized graph bandits: Algorithms and theoretical analysis Kaige Yang Xiaowen Dong Laura Toni 54 17 0 12 Jul 2019
Generalization error bounds for kernel matrix completion and extrapolation Pere Giménez-Febrer A. Pagés-Zamora G. Giannakis 56 8 0 20 Jun 2019
Online Matrix Completion with Side Information Mark Herbster Stephen Pasteris Lisa Tse LRM 24 12 0 17 Jun 2019
Inductive Matrix Completion Based on Graph Neural Networks Muhan Zhang Yixin Chen 91 238 0 26 Apr 2019
Error Analysis on Graph Laplacian Regularized Estimator Kaige Yang Xiaowen Dong Laura Toni 25 1 0 11 Feb 2019
Context-Aware Visual Compatibility Prediction Guillem Cucurull Perouz Taslakian David Vazquez 81 99 0 10 Feb 2019
Geometric Matrix Completion with Deep Conditional Random Fields Duc Minh Nguyen A. Calderbank Nikos Deligiannis 67 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 67 24 0 05 Nov 2018
Co-manifold learning with missing data Zhengchao Wan Eric C. Chi Ronald R. Coifman 54 14 0 16 Oct 2018
Matrix completion and extrapolation via kernel regression Pere Giménez-Febrer A. Pagés-Zamora G. Giannakis 28 13 0 01 Aug 2018
Dual-Primal Graph Convolutional Networks Federico Monti Oleksandr Shchur Aleksandar Bojchevski Or Litany Stephan Günnemann M. Bronstein GNN 91 79 0 03 Jun 2018
Multi-modal Disease Classification in Incomplete Datasets Using Geometric Matrix Completion G. Vivar A. Zwergal Nassir Navab Seyed-Ahmad Ahmadi 62 23 0 30 Mar 2018
Tensor graph convolutional neural network Tong Zhang Wenming Zheng Zhen Cui Yang Li GNN 49 13 0 27 Mar 2018
Deep Models of Interactions Across Sets Jason S. Hartford Devon R. Graham Kevin Leyton-Brown Siamak Ravanbakhsh 166 158 0 07 Mar 2018
Convolutional Geometric Matrix Completion Kai-Lang Yao Wu-Jun Li Jianbo Yang Xinyan Lu GNN 42 8 0 02 Mar 2018