348 citations · 861 across the 19 of their papers we have counts for
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cs.LG2015★ 67 cited
Efficient non-greedy optimization of decision trees
Mohammad Norouzi, Maxwell D. Collins, Matthew Johnson +2
Decision trees and randomized forests are widely used in computer vision and machine learning. Standard algorithms for decision tree induction optimize the split functions one node…
cs.LG2015★ 5 cited
CO2 Forest: Improved Random Forest by Continuous Optimization of Oblique Splits
Mohammad Norouzi, Maxwell D. Collins, David J. Fleet +1
We propose a novel algorithm for optimizing multivariate linear threshold functions as split functions of decision trees to create improved Random Forest classifiers. Standard tree…