Robustness of spectral methods for community detection L Stephan, L Massoulié Conference on Learning Theory, 2831-2860, 2019 | 27 | 2019 |
Non-backtracking spectra of weighted inhomogeneous random graphs L Stephan, L Massoulié arXiv preprint arXiv:2004.07408, 2020 | 11 | 2020 |
Planting trees in graphs, and finding them back L Massoulié, L Stephan, D Towsley Conference on Learning Theory, 2341-2371, 2019 | 5 | 2019 |
Phase diagram of Stochastic Gradient Descent in high-dimensional two-layer neural networks R Veiga, L Stephan, B Loureiro, F Krzakala, L Zdeborová arXiv preprint arXiv:2202.00293, 2022 | 3 | 2022 |
Gaussian Universality of Linear Classifiers with Random Labels in High-Dimension F Gerace, F Krzakala, B Loureiro, L Stephan, L Zdeborová arXiv preprint arXiv:2205.13303, 2022 | 2 | 2022 |
A simpler spectral approach for clustering in directed networks S Coste, L Stephan arXiv preprint arXiv:2102.03188, 2021 | 2 | 2021 |
Sparse random hypergraphs: Non-backtracking spectra and community detection L Stephan, Y Zhu arXiv preprint arXiv:2203.07346, 2022 | 1 | 2022 |