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Feb, 2021
使用SurVAE Flow增强MCMC在组合空间中进行采样
Sampling in Combinatorial Spaces with SurVAE Flow Augmented MCMC
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Priyank Jaini, Didrik Nielsen, Max Welling
TL;DR
引入了一种基于SurVAE流的方法，结合神经运输方法和Metropolis-Hastings规则，在混合Monte Carlo中提供对离散域的采样能力。
Abstract
hybrid monte carlo
is a powerful
markov chain monte carlo
method for sampling from complex continuous distributions. However, a major limitation of HMC is its inability to be applied to discrete domains due to th
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