Measure Estimation in the Barycentric Coding Model. - Matthew Werenski; Ruijie Jiang; Abiy Tasissa; Shuchin Aeron; James M. Murphy (ICML, 2022)

GLIDER: function prediction from GLIDE-based neighborhoods. - Kapil Devkota; Henri Schmidt; Matthew Werenski; James M. Murphy; Mert Erden; Victor Arsenescu; Lenore J. Cowen (Bioinform., 2022)

Estimation of entropy-regularized optimal transport maps between non-compactly supported measures. - Matthew Werenski; James M. Murphy; Shuchin Aeron (CoRR, 2023)

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)

An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification. - Nicolás García Trillos; Matt Jacobs; Jakwang Kim; Matthew Werenski (CoRR, 2024)

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)

Linearized Wasserstein Barycenters: Synthesis, Analysis, Representational Capacity, and Applications. - Matthew Werenski; Brendan Mallery; Shuchin Aeron; James M. Murphy (AISTATS, 2025)