N. Shi, R. Kontar, “Personalized PCA: Decoupling Shared and Unique Features”, Journal of Machine Learning Research, 2024.
N. Shi, “Personalized and Distributed Data Analytics in Heterogeneous Environments”, PhD Thesis, University of Michigan, 2025.