TREE: Tree Regularization for Efficient Execution

TREE: Tree Regularization for Efficient Execution

18 June 2024

Christian Hakert

Jian-Jia Chen

Papers citing "TREE: Tree Regularization for Efficient Execution"

5 / 5 papers shown

Title
FLInt: Exploiting Floating Point Enabled Integer Arithmetic for Efficient Random Forest Inference Christian Hakert Kuan-Hsun Chen Jian-Jia Chen 14 4 0 09 Sep 2022
Hyperparameters and Tuning Strategies for Random Forest Philipp Probst Marvin N. Wright A. Boulesteix 109 1,375 0 10 Apr 2018
Beyond Sparsity: Tree Regularization of Deep Models for Interpretability Mike Wu M. C. Hughes S. Parbhoo Maurizio Zazzi Volker Roth Finale Doshi-Velez AI4CE 112 281 0 16 Nov 2017
ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R Marvin N. Wright A. Ziegler 200 2,760 0 18 Aug 2015
Mondrian Forests: Efficient Online Random Forests Balaji Lakshminarayanan Daniel M. Roy Yee Whye Teh 46 216 0 10 Jun 2014