Concepedia

Vassilis Kalofolias

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Statistics

Publications

12

Citations

891

H-Index

12

Active since

2011

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

Università della Svizzera italiana

Vassilis Kalofolias is an author at École Polytechnique Fédérale de Lausanne specializing in engineering, computer science, and graph theory.

Top concepts

EngineeringData ScienceGraph TheoryComputer ScienceMachine LearningBusinessGraph ProcessingKnowledge DiscoveryPattern RecognitionDeep Learning

Publications per year

2011–2017

12

Publications

12

GSPBOX: A toolbox for signal processing on graphs

Nathanaël Perraudin, Johan Paratte, David I Shuman et al. · arXiv (Cornell University) · 2014 · 277 citations · Full text

Mobile Signal Processing, Engineering, Graph Theory +11

Matrix Completion on Graphs

Vassilis Kalofolias, Xavier Bresson, Michael M. Bronstein et al. · arXiv (Cornell University) · 2014 · 147 citations · Full text

Fast Robust PCA on Graphs

Nauman Shahid, Nathanaël Perraudin, Vassilis Kalofolias et al. · IEEE Journal of Selected Topics in Signal Processing · 2016 · 110 citations · Full text

Robust Principal Component Analysis on Graphs

Nauman Shahid, Vassilis Kalofolias, Xavier Bresson et al. · 2015 · 99 citations · Full text

Robust Pca Framework, Engineering, Machine Learning +19

Learning time varying graphs

Vassilis Kalofolias, Andreas Loukas, Dorina Thanou et al. · 2017 · 86 citations · Full text

Geometric Learning, Engineering, Machine Learning +16

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