Vassilis Kalofolias
Title
Cited by
Cited by
Year
How to learn a graph from smooth signals
V Kalofolias
The 19th International Conference on Artificial Intelligence and Statistics …, 2016
2242016
GSPBOX: A toolbox for signal processing on graphs
N Perraudin, J Paratte, D Shuman, L Martin, V Kalofolias, ...
arXiv preprint arXiv:1408.5781, 2014
1972014
Matrix completion on graphs
V Kalofolias, X Bresson, M Bronstein, P Vandergheynst
arXiv preprint arXiv:1408.1717, 2014
1562014
Robust principal component analysis on graphs
N Shahid, V Kalofolias, X Bresson, M Bronstein, P Vandergheynst
Proceedings of the IEEE International Conference on Computer Vision, 2812-2820, 2015
1052015
Fast robust pca on graphs
N Shahid, N Perraudin, V Kalofolias, G Puy, P Vandergheynst
IEEE Journal of Selected Topics in Signal Processing 10 (4), 740-756, 2016
902016
UNLocBoX: A MATLAB convex optimization toolbox for proximal-splitting methods
N Perraudin, V Kalofolias, D Shuman, P Vandergheynst
arXiv preprint arXiv:1402.0779, 2014
622014
Song recommendation with non-negative matrix factorization and graph total variation
K Benzi, V Kalofolias, X Bresson, P Vandergheynst
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
442016
Learning time varying graphs
V Kalofolias, A Loukas, D Thanou, P Frossard
International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017
362017
Large Scale Graph Learning from Smooth Signals
V Kalofolias, N Perraudin
International Conference on Learning Representations (ICLR 2019), 2019
292019
Computing symmetric nonnegative rank factorizations
V Kalofolias, E Gallopoulos
Linear Algebra and its Applications 436 (2), 421-435, 2012
202012
PCA using graph total variation
N Shahid, N Perraudin, V Kalofolias, B Ricaud, P Vandergheynst
Acoustics, Speech and Signal Processing (ICASSP), 2016 IEEE International …, 2016
72016
From data to structures: graph learning under smoothness assumptions and applications in data science
V Kalofolias
École Polytechnique Fédérale de Lausanne, 2016
22016
Enhanced Matrix Completion with Manifold Learning
V Kalofolias, X Bresson, M Bronstein, P Vandergheynst
International BASP Frontiers Workshop 2015, 2015
2015
Analysis and Algorithms of Variational Inference
V Kalofolias
2012
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Articles 1–14