How to learn a graph from smooth signals V Kalofolias The 19th International Conference on Artificial Intelligence and Statistics …, 2016 | 524 | 2016 |
GSPBOX: A toolbox for signal processing on graphs N Perraudin, J Paratte, D Shuman, L Martin, V Kalofolias, ... arXiv preprint arXiv:1408.5781, 2014 | 372 | 2014 |
Matrix completion on graphs V Kalofolias, X Bresson, M Bronstein, P Vandergheynst arXiv preprint arXiv:1408.1717, 2014 | 251 | 2014 |
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 | 151 | 2015 |
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 | 138 | 2016 |
Large Scale Graph Learning from Smooth Signals V Kalofolias, N Perraudin International Conference on Learning Representations (ICLR 2019), 2019 | 97 | 2019 |
Learning time varying graphs V Kalofolias, A Loukas, D Thanou, P Frossard 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 91 | 2017 |
UNLocBoX: A MATLAB convex optimization toolbox for proximal-splitting methods N Perraudin, V Kalofolias, D Shuman, P Vandergheynst arXiv preprint arXiv:1402.0779, 2014 | 89 | 2014 |
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 | 71 | 2016 |
Computing symmetric nonnegative rank factorizations V Kalofolias, E Gallopoulos Linear Algebra and its Applications 436 (2), 421-435, 2012 | 22 | 2012 |
Pca using graph total variation N Shahid, N Perraudin, V Kalofolias, B Ricaud, P Vandergheynst 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 9 | 2016 |
From data to structures: graph learning under smoothness assumptions and applications in data science V Kalofolias École Polytechnique Fédérale de Lausanne, 2016 | 2 | 2016 |
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 |