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Vassilis Kalofolias
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2010 – 2019
- 2019
- [c6]Vassilis Kalofolias, Nathanaël Perraudin
:
Large Scale Graph Learning From Smooth Signals. ICLR (Poster) 2019 - 2017
- [c5]Vassilis Kalofolias, Andreas Loukas, Dorina Thanou, Pascal Frossard:
Learning time varying graphs. ICASSP 2017: 2826-2830 - [i7]Vassilis Kalofolias, Nathanaël Perraudin:
Large Scale Graph Learning from Smooth Signals. CoRR abs/1710.05654 (2017) - 2016
- [b1]Vassilis Kalofolias:
From data to structures - graph learning under smoothness assumptions and applications in data science. EPFL, Switzerland, 2016 - [j1]Nauman Shahid
, Nathanaël Perraudin
, Vassilis Kalofolias, Gilles Puy, Pierre Vandergheynst:
Fast Robust PCA on Graphs. IEEE J. Sel. Top. Signal Process. 10(4): 740-756 (2016) - [c4]Vassilis Kalofolias:
How to Learn a Graph from Smooth Signals. AISTATS 2016: 920-929 - [c3]Kirell Benzi, Vassilis Kalofolias, Xavier Bresson, Pierre Vandergheynst:
Song recommendation with non-negative matrix factorization and graph total variation. ICASSP 2016: 2439-2443 - [c2]Nauman Shahid, Nathanaël Perraudin
, Vassilis Kalofolias, Benjamin Ricaud, Pierre Vandergheynst:
PCA using graph total variation. ICASSP 2016: 4668-4672 - [i6]Kirell Benzi, Vassilis Kalofolias, Xavier Bresson, Pierre Vandergheynst:
Song Recommendation with Non-Negative Matrix Factorization and Graph Total Variation. CoRR abs/1601.01892 (2016) - [i5]Vassilis Kalofolias:
How to learn a graph from smooth signals. CoRR abs/1601.02513 (2016) - 2015
- [c1]Nauman Shahid, Vassilis Kalofolias, Xavier Bresson, Michael M. Bronstein, Pierre Vandergheynst
:
Robust Principal Component Analysis on Graphs. ICCV 2015: 2812-2820 - [i4]Nauman Shahid, Vassilis Kalofolias, Xavier Bresson, Michael M. Bronstein, Pierre Vandergheynst:
Robust Principal Component Analysis on Graphs. CoRR abs/1504.06151 (2015) - [i3]Nauman Shahid, Nathanaël Perraudin, Vassilis Kalofolias, Pierre Vandergheynst:
Fast Robust PCA on Graphs. CoRR abs/1507.08173 (2015) - 2014
- [i2]Vassilis Kalofolias, Xavier Bresson, Michael M. Bronstein, Pierre Vandergheynst:
Matrix Completion on Graphs. CoRR abs/1408.1717 (2014) - [i1]Nathanaël Perraudin, Johan Paratte, David I. Shuman, Vassilis Kalofolias, Pierre Vandergheynst, David K. Hammond:
GSPBOX: A toolbox for signal processing on graphs. CoRR abs/1408.5781 (2014)
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