490 citations · 2.3k across the 62 of their papers we have counts for
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math.ST2013★ 5 cited
Bayesian Models of Graphs, Arrays and Other Exchangeable Random Structures
Peter Orbanz, Daniel M. Roy
The natural habitat of most Bayesian methods is data represented by exchangeable sequences of observations, for which de Finetti's theorem provides the theoretical foundation. Diri…
stat.ML2013★ 15 cited
Top-down particle filtering for Bayesian decision trees
Balaji Lakshminarayanan, Daniel M. Roy, Yee Whye Teh
Decision tree learning is a popular approach for classification and regression in machine learning and statistics, and Bayesian formulations---which introduce a prior distribution…