Publications

Preprints

Sinkhorn Treatment Effects: A Causal Optimal Transport Measure
Medha Agarwal, Alex Luedtke
arxiv:2605.08485
Project Page   PDF  

Iterated Schrödinger bridge approximation to Wasserstein Gradient Flows
Medha Agarwal, Zaid Harchaoui, Garrett Mulcahy, Soumik Pal arXiv:2406.10823 PDF   Code  

Journals

Langevin Diffusion Approximation to Same Marginal Schrödinger Bridge Medha Agarwal, Zaid Harchaoui, Garrett Mulcahy, Soumik Pal Journal of Functional Analysis PDF

Leveraging machine learning and accelerometry to classify animal behaviours with uncertainty
Medha Agarwal, Kasim Rafiq Ronak Mehta, Brianna Abrahms, Zaid Harchaoui
Journal of Methods in Ecology and Evolution.
Project Page   PDF   Code   Dataset  

Quasi-Newton Acceleration of EM and MM Algorithms via Broyden’s Method
Medha Agarwal, Jason Xu Journal of Computational and Graphical Statistics, 2024.
PDF   Code  

A principled stopping rule for importance sampling
Medha Agarwal, Dootika Vats, Víctor Elvira Electronic Journal of Statistics, 2022.
PDF   Code  

Globally Centered Autocovariances in MCMC
Medha Agarwal, Dootika Vats Journal of Computational and Graphical Statistics, 2022.
PDF   Code  

Technical Reports

STAT 572 Prelim Report: Control Functionals for Monte Carlo Integration
Medha Agarwal PDF   Slides