Restricted Search Space Graph MCMC via Birth-Death Processes

Morris Greenberg, Kieran R Campbell, Radu Craiu

Inferring directed acyclic graphs (DAGs) from data via Markov chain Monte Carlo (MCMC) is computationally challenging in moderate-to-high dimensional settings because their discret…