Nathanael Perraudin
Nathanael Perraudin
ETH Zürich
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GSPBOX: A toolbox for signal processing on graphs
N Perraudin, J Paratte, D Shuman, L Martin, V Kalofolias, ...
arXiv preprint arXiv:1408.5781, 2014
1332014
Stationary signal processing on graphs
N Perraudin, P Vandergheynst
IEEE Transactions on Signal Processing 65 (13), 3462-3477, 2017
1082017
Fast robust pca on graphs
N Shahid, N Perraudin, V Kalofolias, P Vandergheynst
IEEE Journal of Selected Topics in Signal Processing 10 (4), 740-756, 2016
602016
UNLocBoX: A MATLAB convex optimization toolbox for proximal-splitting methods
N Perraudin, V Kalofolias, D Shuman, P Vandergheynst
arXiv preprint arXiv:1402.0779, 2014
542014
A fast Griffin-Lim algorithm
N Perraudin, P Balazs, PL Sondergaard
2013 IEEE Workshop on Applications of Signal Processing to Audio and …, 2013
442013
Global and local uncertainty principles for signals on graphs
N Perraudin, B Ricaud, D Shuman, P Vandergheynst
APSIPA Transactions on Signal and Information 7, 2018
362018
Accelerated filtering on graphs using lanczos method
A Susnjara, N Perraudin, D Kressner, P Vandergheynst
arXiv preprint arXiv:1509.04537, 2015
332015
A Time-Vertex Signal Processing Framework: Scalable Processing and Meaningful Representations for Time-Series on Graphs
F Grassi, A Loukas, N Perraudin, B Ricaud
IEEE Transactions on Signal Processing 66 (3), 817 - 829, 2017
24*2017
Towards stationary time-vertex signal processing
N Perraudin, A Loukas, F Grassi, P Vandergheynst
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
172017
Designing Gabor windows using convex optimization
N Perraudin, N Holighaus, PL Søndergaard, P Balazs
Applied Mathematics and Computation 330, 266-287, 2018
16*2018
Stationary time-vertex signal processing
A Loukas, N Perraudin
EURASIP Journal on Advances in Signal Processing 2019 (1), 36, 2019
152019
DeepSphere: Efficient spherical convolutional neural network with HEALPix sampling for cosmological applications
N Perraudin, M Defferrard, T Kacprzak, R Sgier
Astronomy and Computing 27, 130-146, 2019
152019
Inpainting of long audio segments with similarity graphs
N Perraudin, N Holighaus, P Majdak, P Balazs
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2018
9*2018
Tracking time-vertex propagation using dynamic graph wavelets
F Grassi, N Perraudin, B Ricaud
2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016
92016
Compressive pca for low-rank matrices on graphs
N Shahid, N Perraudin, G Puy, P Vandergheynst
IEEE transactions on Signal and Information Processing over Networks 3 (4 …, 2016
92016
Gabor dual windows using convex optimization
N Perraudin, N Holighaus, P Søndergaard, P Balazs
10th international conference on Sampling Theory and Applications (SampTA 2013), 2013
92013
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
72016
Large scale graph learning from smooth signals
V Kalofolias, N Perraudin
ICLR, International Conference on Learning Representations, 2019
52019
Forecasting time series with varma recursions on graphs
E Isufi, A Loukas, N Perraudin, G Leus
arXiv preprint arXiv:1810.08581, 2018
52018
Improving DNN-based music source separation using phase features
J Muth, S Uhlich, N Perraudin, T Kemp, F Cardinaux, Y Mitsufuji
Joint Workshop on Machine Learning for Music at ICML, IJCAI/ECAI and AAMAS, 2018
52018
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