Colin Sandon

Learning to Sample from Censored Markov Random Fields

2021 · arXiv (Cornell University)

We study learning Censor Markov Random Fields (abbreviated CMRFs). These are Markov Random Fields where some of the nodes are censored (not observed). We present an algorithm for learning high-temperature CMRFs within o(n) transportation distance. …