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When Metropolis and Hastings Meet Bradley and Terry: Exact MCMC From Preference Voting

This story is from 2026-09-02. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2609.00905v1 Announce Type: cross Abstract: Sampling from distributions conditioned on desired semantic properties is an emerging challenge in modern generative modeling. Metropolis-Hastings (MH) provides a principled route to conditional sampling, but requires access to exact pointwise targe…

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  1. 2026-09-02 04:00 · arXiv stat.ML
    When Metropolis and Hastings Meet Bradley and Terry: Exact MCMC From Preference Voting

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