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Maximilien Dreveton
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Community recovery in non-binary and temporal stochastic block models
K Avrachenkov, M Dreveton, L Leskelä
arXiv preprint arXiv:2008.04790, 2020
12*2020
Statistical Analysis of Networks
K Avrachenkov, M Dreveton
Now Publishers, 2022
112022
Higher-order spectral clustering for geometric graphs
K Avrachenkov, A Bobu, M Dreveton
Journal of Fourier Analysis and Applications 27 (2), 22, 2021
82021
Recovering communities in temporal networks using persistent edges
K Avrachenkov, M Dreveton, L Leskelä
Computational Data and Social Networks: 10th International Conference …, 2021
32021
Exact recovery and Bregman hard clustering of node-attributed Stochastic Block Model
M Dreveton, FS Fernandes, DR Figueiredo
Thirty-seventh Conference on Neural Information Processing Systems, 2023
22023
Almost exact recovery in noisy semi-supervised learning
K Avrachenkov, M Dreveton
arXiv preprint arXiv:2007.14717, 2020
22020
Almost exact recovery in label spreading
K Avrachenkov, M Dreveton
Algorithms and Models for the Web Graph: 16th International Workshop, WAW …, 2019
22019
Leçons pour l'agrégation de mathématiques : Préparation à l'oral
M Dreveton, J Lhabouz
Editions Ellipses, 2019
12019
Universal Lower Bounds and Optimal Rates: Achieving Minimax Clustering Error in Sub-Exponential Mixture Models
M Dreveton, A Gözeten, M Grossglauser, P Thiran
arXiv preprint arXiv:2402.15432, 2024
2024
Recovering Static and Time-Varying Communities Using Persistent Edges
K Avrachenkov, M Dreveton, L Leskelä
IEEE Transactions on Network Science and Engineering, 2023
2023
When Does Bottom-up Beat Top-down in Hierarchical Community Detection?
M Dreveton, D Kuroda, M Grossglauser, P Thiran
arXiv preprint arXiv:2306.00833, 2023
2023
Graph clustering and semi-supervised learning of non-binary, temporal and geometric networks
M Dreveton
Université Côte d'Azur, 2022
2022
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