Robust Principal Component Analysis on Graphs

Robust Principal Component Analysis on Graphs

23 April 2015

Vassilis Kalofolias

P. Vandergheynst

Papers citing "Robust Principal Component Analysis on Graphs"

12 / 12 papers shown

Title
Faster Riemannian Newton-type Optimization by Subsampling and Cubic Regularization Yian Deng Tingting Mu 28 1 0 22 Feb 2023
Robust PCA for Anomaly Detection and Data Imputation in Seasonal Time Series Hông-Lan Botterman Julien Roussel Thomas Morzadec A. Jabbari Nicolas Brunel AI4TS 18 3 0 03 Aug 2022
Network Representation Learning: From Traditional Feature Learning to Deep Learning Ke Sun Lei Wang Bo Xu Wenhong Zhao S. Teng Feng Xia GNN 25 28 0 07 Mar 2021
Wasserstein-based Graph Alignment Hermina Petric Maretic Mireille El Gheche Matthias Minder Giovanni Chierchia P. Frossard OT 12 23 0 12 Mar 2020
GOT: An Optimal Transport framework for Graph comparison Hermina Petric Maretic Mireille El Gheche Giovanni Chierchia P. Frossard OT 25 118 0 05 Jun 2019
Efficient Optimization Algorithms for Robust Principal Component Analysis and Its Variants Shiqian Ma N. Aybat 20 51 0 09 Jun 2018
Laplacian Eigenmaps from Sparse, Noisy Similarity Measurements Keith D. Levin V. Lyzinski 26 14 0 12 Mar 2016
How to learn a graph from smooth signals Vassilis Kalofolias 34 504 0 11 Jan 2016
Decomposition into Low-rank plus Additive Matrices for Background/Foreground Separation: A Review for a Comparative Evaluation with a Large-Scale Dataset T. Bouwmans A. Sobral S. Javed Soon Ki Jung E. Zahzah 39 330 0 04 Nov 2015
Linear Shape Deformation Models with Local Support Using Graph-based Structured Matrix Factorisation Florian Bernard P. Gemmar F. Hertel Jorge M. Gonçalves J. Thunberg 40 16 0 28 Oct 2015
Linked Component Analysis from Matrices to High Order Tensors: Applications to Biomedical Data Guoxu Zhou Qibin Zhao Yu Zhang T. Adalı Shengli Xie A. Cichocki 28 182 0 29 Aug 2015
Fast Robust PCA on Graphs N. Shahid Nathanael Perraudin Vassilis Kalofolias Gilles Puy P. Vandergheynst 24 109 0 29 Jul 2015