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…