Clustering multilayer graphs with missing nodes. - Guillaume Braun; Hemant Tyagi; Christophe Biernacki (AISTATS, 2021)

An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees. - Guillaume Braun; Hemant Tyagi; Christophe Biernacki (ICML, 2022)

VEC-SBM: Optimal Community Detection with Vectorial Edges Covariates. - Guillaume Braun; Masashi Sugiyama (AISTATS, 2024)

Seeded Graph Matching for the Correlated Gaussian Wigner Model via the Projected Power Method. - Ernesto Araya Valdivia; Guillaume Braun; Hemant Tyagi (J. Mach. Learn. Res., 2024)

Learning a Single Index Model from Anisotropic Data with Vanilla Stochastic Gradient Descent. - Guillaume Braun; Minh Ha Quang; Masaaki Imaizumi (AISTATS, 2025)