research
∙
07/01/2022
Rapidly Mixing Multiple-try Metropolis Algorithms for Model Selection Problems
The multiple-try Metropolis (MTM) algorithm is an extension of the Metro...
share
research
∙
02/10/2022
Order-based Structure Learning without Score Equivalence
We consider the structure learning problem with all node variables havin...
research
∙
01/11/2021
Complexity analysis of Bayesian learning of high-dimensional DAG models and their equivalence classes
We consider MCMC methods for learning equivalence classes of sparse Gaus...
research
∙
04/17/2020
