Search Machine Learning Repository:
Consistency of Online Random Forests
Authors: Misha Denil, David Matheson and De Nando
Conference: Proceedings of the 30th International Conference on Machine Learning (ICML-13)
Abstract: As a testament to their success, the theory of random forests has long been outpaced by their application in practice. In this paper, we take a step towards narrowing this gap by providing a consistency result for online random forests.
authors venues years
Suggest Changes to this paper.
Brought to you by the WUSTL Machine Learning Group. We have open faculty positions (tenured and tenure-track).