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News/The Tractability Landscape of Sampling with Inexact Scores
arxiv
PublishedJuly 22, 2026 at 4:00 AM

The Tractability Landscape of Sampling with Inexact Scores

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arXiv:2607.19004v1 Announce Type: cross Abstract: We provide a simple and tight characterization of the types of inexact score oracle access that permit sampling with vanishing total variation bias, for a standard, well-behaved target family. Our main result shows that any weaker error than the sub-

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