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S. Kundu

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#machine learning Preprint Aug 2026

SinkSLOT: Sinkhorn via Sparse Lifted Optimal Transport

SinkSLOT is proposed, which addresses both limitations of the standard Sinkhorn-Knopp algorithm by putting forth the expected sliced lifted transport plan as a natural way to sparsify the Gibbs kernel with a non-independent prior coupling.

I-Sah Hsieh, S. Kundu, Tom Vercauteren et al. · 0 citations