Werenski, Matthew

4 publications

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

JMLR 2024 An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification Nicolas Garcia Trillos, Matt Jacobs, Jakwang Kim, Matthew Werenski

JMLR 2023 Multivariate Soft Rank via Entropy-Regularized Optimal Transport: Sample Efficiency and Generative Modeling Shoaib Bin Masud, Matthew Werenski, James M. Murphy, Shuchin Aeron

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