Soft and subspace robust multivariate rank tests based on entropy regularized optimal transport. - Shoaib Bin Masud; Boyang Lyu; Shuchin Aeron (CoRR, 2021)

Learning generative models for valid knockoffs using novel multivariate-rank based statistics. - Shoaib Bin Masud; Shuchin Aeron (CoRR, 2021)

Robust and efficient change point detection using novel multivariate rank-energy GoF test. - Shoaib Bin Masud; Shuchin Aeron (CoRR, 2021)

Multivariate Soft Rank via Entropy-Regularized Optimal Transport: Sample Efficiency and Generative Modeling. - Shoaib Bin Masud; Matthew Werenski; James M. Murphy; Shuchin Aeron (J. Mach. Learn. Res., 2023)

On Rank Energy Statistics via Optimal Transport: Continuity, Convergence, and Change Point Detection. - Matthew Werenski; Shoaib Bin Masud; James M. Murphy; Shuchin Aeron (IEEE Trans. Inf. Theory, 2024)