在正加权限制的Boltzmann机器中快速混合
Rapid mixing in positively weighted restricted Boltzmann machines
作者
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Weiming Feng | Heng Guo | Minji Yang
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2026
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-
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Abstract
We show polylogarithmic mixing time bounds for the alternating-scan sampler for positively weighted restricted Boltzmann machines. This is done via analysing the same chain and the Glauber dynamics for ferromagnetic two-spin systems, where we obtain new mixing time bounds up to the critical thresholds.
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