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Mounia Hamidouche
Mounia Hamidouche
IMT-Atlantique
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Year
Ranking deep learning generalization using label variation in latent geometry graphs
C Lassance, L Béthune, M Bontonou, M Hamidouche, V Gripon
arXiv preprint arXiv:2011.12737, 2020
32020
Eigenvalues and Spectral Dimension of Random Geometric Graphs in Thermodynamic Regime
K Avrachenkov, L Cottatellucci, M Hamidouche
8th International Conference on Complex Networks and their Applications, 2019
22019
Downlink performance of dense antenna deployment: To distribute or concentrate?
M Hamidouche, E Baştug, J Park, L Cottatellucci, M Debbah
2017 IEEE 28th Annual International Symposium on Personal, Indoor, and …, 2017
22017
Spectral Analysis of Random Geometric Graph
M Hamidouche
PhD thesis, EURECOM, 2020
12020
Spectral Analysis of the Adjacency Matrix of Random Geometric Graphs
M Hamidouche, L Cottatellucci, K Avrachenkov
57th Annual Allerton Conference on Communication, Control, and Computing, 2019
12019
On the normalized Laplacian spectra of random geometric graphs
M Hamidouche, L Cottatellucci, K Avrachenkov
Journal of Theoretical Probability, 1-32, 2022
2022
Graphs as Tools to Improve Deep Learning Methods
C Lassance, M Bontonou, M Hamidouche, B Pasdeloup, L Drumetz, ...
arXiv preprint arXiv:2110.03999, 2021
2021
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
2021
Analyse spectrale de graphes géométriques aléatoires
M Hamidouche
Université Côte d'Azur, 2020
2020
Spectral bounds of the regularized normalized Laplacian for random geometric graphs
M Hamidouche, L Cottatellucci, K Avrachenkov
4th Graph Signal Processing Workshop, 2019
2019
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Articles 1–10