Bastien Pasdeloup
Bastien Pasdeloup
IMT Atlantique
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Characterization and inference of graph diffusion processes from observations of stationary signals
B Pasdeloup, V Gripon, G Mercier, D Pastor, MG Rabbat
IEEE transactions on Signal and Information Processing over Networks 4 (3 …, 2017
Easy—ensemble augmented-shot-y-shaped learning: State-of-the-art few-shot classification with simple components
Y Bendou, Y Hu, R Lafargue, G Lioi, B Pasdeloup, S Pateux, V Gripon
Journal of Imaging 8 (7), 179, 2022
Evaluating graph signal processing for neuroimaging through classification and dimensionality reduction
M Ménoret, N Farrugia, B Pasdeloup, V Gripon
2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2017
Learning to select operators in meta-heuristics: An integration of Q-learning into the iterated greedy algorithm for the permutation flowshop scheduling problem
M Karimi-Mamaghan, M Mohammadi, B Pasdeloup, P Meyer
European Journal of Operational Research 304 (3), 1296-1330, 2023
Toward an uncertainty principle for weighted graphs
B Pasdeloup, R Alami, V Gripon, M Rabbat
2015 23rd European Signal Processing Conference (EUSIPCO), 1496-1500, 2015
Neighborhood-preserving translations on graphs
N Grelier, B Pasdeloup, JC Vialatte, V Gripon
2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016
Uncertainty principle on graphs
B Pasdeloup, V Gripon, R Alami, MG Rabbat
Vertex-Frequency Analysis of Graph Signals, 317-340, 2019
Graph reconstruction from the observation of diffused signals
B Pasdeloup, M Rabbat, V Gripon, D Pastor, G Mercier
2015 53rd Annual Allerton Conference on Communication, Control, and …, 2015
Translations on graphs with neighborhood preservation
B Pasdeloup, V Gripon, N Grelier, JC Vialatte, D Pastor
arXiv preprint arXiv:1709.03859, 2017
A learning-based iterated local search algorithm for solving the traveling salesman problem
M Karimi-Mamaghan, B Pasdeloup, M Mohammadi, P Meyer
International conference on optimization and learning, 45-61, 2021
Convolutional neural networks on irregular domains based on approximate vertex-domain translations
B Pasdeloup, V Gripon, JC Vialatte, D Pastor, P Frossard
arXiv preprint arXiv:1710.10035, 2017
Pruning Graph Convolutional Networks to select meaningful graph frequencies for fMRI decoding
Y El Ouahidi, H Tessier, G Lioi, N Farrugia, B Pasdeloup, V Gripon
2022 30th European Signal Processing Conference (EUSIPCO), 937-941, 2022
Spatial graph signal interpolation with an application for merging bci datasets with various dimensionalities
Y El Ouahidi, L Drumetz, G Lioi, N Farrugia, B Pasdeloup, V Gripon
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
Improving classification accuracy with graph filtering
M Hamidouche, C Lassance, Y Hu, L Drumetz, B Pasdeloup, V Gripon
2021 IEEE International Conference on Image Processing (ICIP), 334-338, 2021
Towards a characterization of the uncertainty curve for graphs
B Pasdeloup, V Gripon, G Mercier, D Pastor
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
A strong and simple deep learning baseline for bci mi decoding
YE Ouahidi, V Gripon, B Pasdeloup, G Bouallegue, N Farrugia, G Lioi
arXiv preprint arXiv:2309.07159, 2023
A statistical model for predicting generalization in few-shot classification
Y Bendou, V Gripon, B Pasdeloup, G Lioi, L Mauch, S Uhlich, F Cardinaux, ...
2023 31st European Signal Processing Conference (EUSIPCO), 1260-1264, 2023
An online learning-based metaheuristic for solving combinatorial optimization problems
M Karimi-Mamaghan, M Mohammadi, B Pasdeloup, R Billot, P Meyer
ROADEF 2020: 21ème Congrès Annuel de la Société Française de Recherche …, 2020
Extending convolutional neural networks to irregular domains through graph inference
B Pasdeloup
Ecole nationale supérieure Mines-Télécom Atlantique, 2017
A metaheuristic for inferring a ranking model based on multiple reference profiles
A Khannoussi, AL Olteanu, P Meyer, B Pasdeloup
Annals of Mathematics and Artificial Intelligence, 1-22, 2024
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