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News/On the Robustness of Langevin Dynamics to Score Function Error
arxiv
PublishedJune 5, 2026 at 4:00 AM

On the Robustness of Langevin Dynamics to Score Function Error

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Publisher summary· verbatim

arXiv:2603.11319v2 Announce Type: replace Abstract: We consider the robustness of score-based generative modeling to errors in the estimate of the score function. In particular, we show that Langevin dynamics is not robust to the $L^2$ errors (more generally $L^p$ errors) in the estimate of the scor

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