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Home/Authors/Kelly Jin

Kelly Jin

1 indexed paper

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26

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ML×1

Frequent co-authors

Yeganeh Marghi1×
Uygar Sümbül1×

Research Timeline

2026
A Biconvex Formulation for Stable Transport of Mixture Models with a Unique Solution

The paper introduces Optimal Mixture Transport (OMT), a scalable framework that reformulates optimal transport by using mixtures of subpopulations, resulting in a unique, biconvex optimization problem.

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Papers

cs.LGRecentJun 1, 2026

A Biconvex Formulation for Stable Transport of Mixture Models with a Unique Solution

Yeganeh Marghi, Kelly Jin, Uygar Sümbül

The paper introduces Optimal Mixture Transport (OMT), a scalable framework that reformulates optimal transport by using mixtures of subpopulations, resulting in a unique, biconvex optimization problem…

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