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stat.ML2019★ 1 cited
Continuous-Time Birth-Death MCMC for Bayesian Regression Tree Models
Reza Mohammadi, Matthew Pratola, Maurits Kaptein
Decision trees are flexible models that are well suited for many statistical regression problems. In a Bayesian framework for regression trees, Markov Chain Monte Carlo (MCMC) sear…
stat.ML2015★ 123 cited
BDgraph: An R Package for Bayesian Structure Learning in Graphical Models
Reza Mohammadi, Ernst C. Wit
Graphical models provide powerful tools to uncover complicated patterns in multivariate data and are commonly used in Bayesian statistics and machine learning. In this paper, we in…