Yggdrasil: An Optimized System for Training Deep Decision Trees at Scale

Firas Abuzaid, Joseph K. Bradley, Feynman T. Liang, Andrew Feng, Lee Yang, Matei Zaharia, Ameet S. Talwalkar

Neural Information Processing Systems 

Deep distributed decision trees and tree ensembles have grown in importance due to the need to model increasingly large datasets.