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2026 3

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UNVERDICTED 3

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Sobolev Regularized MMD Gradient Flow

cs.LG · 2026-05-12 · unverdicted · novelty 7.0

Sobolev regularization on the witness function enables global convergence of MMD gradient flows for both sampling and generative modeling without isoperimetric assumptions.

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