no code implementations • 11 Feb 2020 • Gitesh Dawer, Yangzi Guo, Sida Liu, Adrian Barbu
Artificial Neural Networks form the basis of very powerful learning methods.
1 code implementation • 12 Feb 2018 • Nathan Lay, Adam P. Harrison, Sharon Schreiber, Gitesh Dawer, Adrian Barbu
We propose random hinge forests, a simple, efficient, and novel variant of decision forests.
no code implementations • 16 Sep 2017 • Gitesh Dawer, Yangzi Guo, Adrian Barbu
Tree ensembles are flexible predictive models that can capture relevant variables and to some extent their interactions in a compact and interpretable manner.