Fair Data Representation for Machine Learning at the Pareto Frontier. - Shizhou Xu; Thomas Strohmer (J. Mach. Learn. Res., 2023)

On the (In)Compatibility between Group Fairness and Individual Fairness. - Shizhou Xu; Thomas Strohmer (CoRR, 2024)

WHOMP: Optimizing Randomized Controlled Trials via Wasserstein Homogeneity. - Shizhou Xu; Thomas Strohmer (CoRR, 2024)

Machine Unlearning via Information Theoretic Regularization. - Shizhou Xu; Thomas Strohmer (CoRR, 2025)