Search Results for author: Gitesh Dawer

Found 3 papers, 1 papers with code

Random Hinge Forest for Differentiable Learning

1 code implementation12 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.

Generating Compact Tree Ensembles via Annealing

no code implementations16 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.

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