Filtered Spectral Projection for Quantum Principal Component Analysis

Sk Mujaffar Hossain, Satadeep Bhattacharjee

Quantum principal component analysis (qPCA) is commonly formulated as the extraction of eigenvalues and eigenvectors of a covariance-encoded density operator. Yet in many qPCA sett…