Fundamental limits for rank-one matrix estimation with groupwise heteroskedasticity

Joshua K. Behne, Galen Reeves

Low-rank matrix recovery problems involving high-dimensional and heterogeneous data appear in applications throughout statistics and machine learning. The contribution of this pape…