Top-down particle filtering for Bayesian decision trees

Balaji Lakshminarayanan, Daniel M. Roy, Yee Whye Teh

Abstract: Decision tree learning is a popular approach for classification and regression in machine learning and statistics, and Bayesian formulations - which introduce a prior distribution over decision tre...