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Seven limitations of Sinkhorn-Knopp Algorithm for Optimal Transport used in Flow Matching

Let’s go through the limitations of using the Sinkhorn–Knopp algorithm for OT in flow matching, both conceptually and practically.

Farshad Noravesh · 2025-10-18 03:33 · 1 claps · 1.4 min read
#sinkhorn-knopp #machine-learning #sinkhorn-distance #flowmatching #optimal-transport
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Wiki topics: ML · Machine Learning EDU · Education & Learning 💻 · Programming

Seven limitations of Sinkhorn-Knopp Algorithm for Optimal Transport used in Flow Matching

Let’s go through the limitations of using the Sinkhorn–Knopp algorithm for OT in flow matching, both conceptually and practically.


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