Publications

Preprint (under peer review)

Leveraging machine learning and accelerometry to classify animal behaviours with uncertainty
Medha Agarwal, Kasim Rafiq Ronak Mehta, Brianna Abrahms, Zaid Harchaoui
bioRxiv, 2024.12. 28.630628. (Accepted at British Ecological Society - Methods of Ecology and Evolution). PDF   Code   Dataset  

Langevin Diffusion Approximation to Same Marginal Schrödinger Bridge
Medha Agarwal, Zaid Harchaoui, Garrett Mulcahy, Soumik Pal arXiv:2406.10823.
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Journals

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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ArXiv

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