DiffRed: Dimensionality Reduction guided by stable rank

Prarabdh Shukla, Gagan Raj Gupta, Kunal Dutta

In this work, we propose a novel dimensionality reduction technique, DiffRed, which first projects the data matrix, A, along first $k_1$ principal components and the residual matri…