334 citations · 726 across the 11 of their papers we have counts for
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cs.LG2012
Bayesian Learning in Undirected Graphical Models: Approximate MCMC algorithms
Iain Murray, Zoubin Ghahramani
Bayesian learning in undirected graphical models|computing posterior distributions over parameters and predictive quantities is exceptionally difficult. We conjecture that for gene…
stat.CO2012★ 260 cited
MCMC for doubly-intractable distributions
Iain Murray, Zoubin Ghahramani, David MacKay
Markov Chain Monte Carlo (MCMC) algorithms are routinely used to draw samples from distributions with intractable normalization constants. However, standard MCMC algorithms do not…