Publications

Preprints

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

Sinkhorn Treatment Effects: A Causal Optimal Transport Measure
Medha Agarwal, Alex Luedtke
International Conference on Machine Learning (ICML) 2026
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Journals

Langevin Diffusion Approximation to Same Marginal Schrödinger Bridge
Medha Agarwal, Zaid Harchaoui, Garrett Mulcahy, Soumik Pal
Journal of Functional Analysis
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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
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Quasi-Newton Acceleration of EM and MM Algorithms via Broyden’s Method
Medha Agarwal, Jason Xu Journal of Computational and Graphical Statistics, 2024
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A principled stopping rule for importance sampling
Medha Agarwal, Dootika Vats, Víctor Elvira Electronic Journal of Statistics, 2022
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Globally Centered Autocovariances in MCMC
Medha Agarwal, Dootika Vats Journal of Computational and Graphical Statistics, 2022
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Technical Reports

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