Differentially Private Online Community Detection for Censored Block Models: Algorithms and Fundamental LimitsIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024 |
Optimal Rates for Community Estimation in the Weighted Stochastic Block
ModelAnnals of Statistics (Ann. Stat.), 2017 |
MMSE of probabilistic low-rank matrix estimation: Universality with
respect to the output channelAllerton Conference on Communication, Control, and Computing (Allerton), 2015 |
Community detection in sparse networks via Grothendieck's inequalityProbability theory and related fields (PTRF), 2014 O. Guédon Roman Vershynin |
Edge Label Inference in Generalized Stochastic Block Models: from
Spectral Theory to Impossibility ResultsAnnual Conference Computational Learning Theory (COLT), 2014 |
Statistical-Computational Tradeoffs in Planted Problems and Submatrix
Localization with a Growing Number of Clusters and SubmatricesJournal of machine learning research (JMLR), 2014 Yudong Chen Jiaming Xu |