Vassilis Kalofolias

Publication Activity (10 Years)

Years Active: 2014-2019
Publications (10 Years): 12

Top Topics

Multiplicative Noise Removal

Negative Matrix Factorization

Principal Components Analysis

Top Venues

IEEE J. Sel. Top. Signal Process.

Publications

Vassilis Kalofolias, Nathanaël Perraudin
Large Scale Graph Learning From Smooth Signals. ICLR (Poster) (2019)
Vassilis Kalofolias, Nathanaël Perraudin
Large Scale Graph Learning from Smooth Signals. CoRR (2017)
Vassilis Kalofolias, Andreas Loukas, Dorina Thanou, Pascal Frossard
Learning time varying graphs. ICASSP (2017)
Nauman Shahid, Nathanaël Perraudin, Vassilis Kalofolias, Benjamin Ricaud, Pierre Vandergheynst
PCA using graph total variation. ICASSP (2016)
Kirell Benzi, Vassilis Kalofolias, Xavier Bresson, Pierre Vandergheynst
Song recommendation with non-negative matrix factorization and graph total variation. ICASSP (2016)
Kirell Benzi, Vassilis Kalofolias, Xavier Bresson, Pierre Vandergheynst
Song Recommendation with Non-Negative Matrix Factorization and Graph Total Variation. CoRR (2016)
Nauman Shahid, Nathanaël Perraudin, Vassilis Kalofolias, Gilles Puy, Pierre Vandergheynst
Fast Robust PCA on Graphs. IEEE J. Sel. Top. Signal Process. 10 (4) (2016)
Vassilis Kalofolias
How to Learn a Graph from Smooth Signals. AISTATS (2016)
Vassilis Kalofolias
How to learn a graph from smooth signals. CoRR (2016)
Nauman Shahid, Vassilis Kalofolias, Xavier Bresson, Michael M. Bronstein, Pierre Vandergheynst
Robust Principal Component Analysis on Graphs. ICCV (2015)
Nauman Shahid, Nathanaël Perraudin, Vassilis Kalofolias, Pierre Vandergheynst
Fast Robust PCA on Graphs. CoRR (2015)
Nauman Shahid, Vassilis Kalofolias, Xavier Bresson, Michael M. Bronstein, Pierre Vandergheynst
Robust Principal Component Analysis on Graphs. CoRR (2015)
Nathanaël Perraudin, Johan Paratte, David I. Shuman, Vassilis Kalofolias, Pierre Vandergheynst, David K. Hammond
GSPBOX: A toolbox for signal processing on graphs. CoRR (2014)
Vassilis Kalofolias, Xavier Bresson, Michael M. Bronstein, Pierre Vandergheynst
Matrix Completion on Graphs. CoRR (2014)