Beyond Low Rank: Fast Low-Rank + Diagonal Decomposition with a Spectral Approach

Kingsley Yeon, Mihai Anitescu

Low-rank plus diagonal (LRPD) decompositions provide a powerful structural model for large covariance matrices, simultaneously capturing global shared factors and localized correct…