Upgrade FPAUS to perfect sampling under stronger efficiency requirements
Determine whether a fully polynomial almost uniform sampler (FPAUS) for a distribution can always be transformed into a perfect sampling algorithm that satisfies the stronger efficiency notion considered in earlier work (such as Jerrum–Valiant–Vazirani), achieving polynomial-time guarantees under that stronger running time requirement rather than only polynomial expected running time.
References
Some earlier papers, such as , suggest stronger notions of efficiency. An interesting open question is if we can turn an FPAUS into an efficient perfect sampling algorithm under this stronger running time requirement.
— Perfect sampling from rapidly mixing Markov chains
(2410.00882 - Göbel et al., 1 Oct 2024) in Section 1, Research directions