5 citations · 20 across the 16 of their papers we have counts for
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stat.CO2022
Order-based Structure Learning without Score Equivalence
Hyunwoong Chang, James Cai, Quan Zhou
We propose an empirical Bayes formulation of the structure learning problem, where the prior specification assumes that all node variables have the same error variance, an assumpti…
stat.CO2021★ 1 cited
Rapid Convergence of Informed Importance Tempering
Quan Zhou, Aaron Smith
Informed Markov chain Monte Carlo (MCMC) methods have been proposed as scalable solutions to Bayesian posterior computation on high-dimensional discrete state spaces, but theoretic…