Low-Rank Matrix Estimation From Rank-One Projections by Unlifted Convex Optimization

Sohail Bahmani, Kiryung Lee

We study an estimator with a convex formulation for recovery of low-rank matrices from rank-one projections. Using initial estimates of the factors of the target $d_1\times d_2$ ma…