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Near-Linear Time Generalized Sinkhorn Algorithms for Bounded Genus Graphs

Choromanski, Krzysztof et al.
arXiv (All) · Papers
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data-structures-and-algorithmsmethodology
We present GenusSink, a new class of approximate generalized Sinkhorn algorithms with shortest-path-distance costs for bounded genus (e.g. planar) graphs, providing near-linear time: (1) pre-processing, (2) iteration step, (3) final transport plan matrix querying and near-linear memory. Graphs handl
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