Quantum Spectral Clustering Framework via Compact Circuit Structures

Hyeong-Gyu Kim, Siheon Park, June-Koo Kevin Rhee

Spectral machine learning methods based on spectral graph theory are powerful but scale poorly due to costly eigen-analysis. Although various eigenvector approximation methods have…