Projection-based QLP Algorithm for Efficiently Computing Low-Rank Approximation of Matrices

Maboud F. Kaloorazi, Jie Chen

Matrices with low numerical rank are omnipresent in many signal processing and data analysis applications. The pivoted QLP (p-QLP) algorithm constructs a highly accurate approximat…