Dimensionality Reduction for k-Means Clustering and Low Rank Approximation. - Michael B. Cohen; Sam Elder; Cameron Musco; Christopher Musco; Madalina Persu (STOC, 2015)

Sparse PCA from Sparse Linear Regression. - Guy Bresler; Sung Min Park 002; Madalina Persu (NeurIPS, 2018)