Factor Adjusted Spectral Clustering for Mixture Models

Shange Tang, Soham Jana, Jianqing Fan

This paper studies a factor modeling-based approach for clustering high-dimensional data generated from a mixture of strongly correlated variables. Statistical modeling with correl…