Matthew Werenski

11 papers A* 1A 1Journal 9
YearRankTypeTitle / Venue / Authors
2025 A conf
Linearized Wasserstein Barycenters: Synthesis, Analysis, Representational Capacity, and Applications.
AISTATS
Matthew Werenski, Brendan Mallery, Shuchin Aeron, James M. Murphy
2024 J jnl
An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification.
CoRR
Nicolás García Trillos, Matt Jacobs, Jakwang Kim, Matthew Werenski
2024 J jnl
An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification.
J. Mach. Learn. Res.
Nicolás García Trillos, Matt Jacobs, Jakwang Kim, Matthew Werenski
2024 J jnl
Linearized Wasserstein Barycenters: Synthesis, Analysis, Representational Capacity, and Applications.
CoRR
Matthew Werenski, Brendan Mallery, Shuchin Aeron, James M. Murphy
2024 J jnl
On Rank Energy Statistics via Optimal Transport: Continuity, Convergence, and Change Point Detection.
IEEE Trans. Inf. Theory
Matthew Werenski, Shoaib Bin Masud, James M. Murphy, Shuchin Aeron
2023 J jnl
Estimation of entropy-regularized optimal transport maps between non-compactly supported measures.
CoRR
Matthew Werenski, James M. Murphy, Shuchin Aeron
2023 J jnl
Multivariate Soft Rank via Entropy-Regularized Optimal Transport: Sample Efficiency and Generative Modeling.
J. Mach. Learn. Res.
Shoaib Bin Masud, Matthew Werenski, James M. Murphy, Shuchin Aeron
2023 J jnl
On Rank Energy Statistics via Optimal Transport: Continuity, Convergence, and Change Point Detection.
CoRR
Matthew Werenski, Shoaib Bin Masud, James M. Murphy, Shuchin Aeron
2022 J jnl
GLIDER: function prediction from GLIDE-based neighborhoods.
Bioinform.
Kapil Devkota, Henri Schmidt, Matthew Werenski, James M. Murphy, Mert Erden, Victor Arsenescu, Lenore J. Cowen
2022 A* conf
Measure Estimation in the Barycentric Coding Model.
ICML
Matthew Werenski, Ruijie Jiang, Abiy Tasissa, Shuchin Aeron, James M. Murphy
2022 J jnl
Measure Estimation in the Barycentric Coding Model.
CoRR
Matthew Werenski, Ruijie Jiang, Abiy Tasissa, Shuchin Aeron, James M. Murphy