no code implementations • NeurIPS 2017 • Jalil Kazemitabar, Arash Amini, Adam Bloniarz, Ameet S. Talwalkar
Decision trees and random forests are well established models that not only offer good predictive performance, but also provide rich feature importance information.
no code implementations • NeurIPS 2016 • Firas Abuzaid, Joseph K. Bradley, Feynman T. Liang, Andrew Feng, Lee Yang, Matei Zaharia, Ameet S. Talwalkar
Deep distributed decision trees and tree ensembles have grown in importance due to the need to model increasingly large datasets.