2 citations · 3 across the 5 of their papers we have counts for
5 papers
Optimal Transport for Kernel Gaussian Mixture Models
Jung Hun Oh, Rena Elkin, Anish Kumar Simhal +3
The Wasserstein distance from optimal mass transport (OMT) is a powerful mathematical tool with numerous applications that provides a natural measure of the distance between two pr…
Visualizing fluid flows via regularized optimal mass transport with applications to neuroscience
Xinan Chen, Anh Phong Tran, Rena Elkin +2
Regularized optimal mass transport (rOMT) problem adds a diffusion term to the continuity equation in the original dynamic formulation of the optimal mass transport (OMT) problem p…
A Vectorial Approach to Unbalanced Optimal Mass Transport
Jiening Zhu, Rena Elkin, Jung Hun Oh +2
Unbalanced optimal mass transport (OMT) seeks to remove the conservation of mass constraint by adding a source term to the standard continuity equation in the Benamou-Brenier formu…
Fisher-Rao Regularized Transport Analysis of the Glymphatic System and Waste Drainage
Rena Elkin, Saad Nadeem, Hedok Lee +2
In this work, a unified representation of all the time-varying dynamics is accomplished with a Lagrangian framework for analyzing Fisher-Rao regularized dynamical optimal mass tran…
GlymphVIS: Visualizing Glymphatic Transport Pathways Using Regularized Optimal Transport
Rena Elkin, Saad Nadeem, Eldad Haber +4
The glymphatic system (GS) is a transit passage that facilitates brain metabolic waste removal and its dysfunction has been associated with neurodegenerative diseases such as Alzhe…