7.3k citations · 21.3k across the 74 of their papers we have counts for
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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…
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…
Controllable spin-polarization using external electric field and spin-inversion in a silicene quantum dot
Hamidreza Simchi, Mahdi Esmaeilzadeh, Hossein Mazidabadi +1
It is shown that, for appropriate values of electron energy, the silicene dot can work as a controllable spin polarizer. The spin polarizer can polarize the spin of transmitted ele…
Prefect spin filtering and spin inverting using a MoS2 quantum dot
Hamidreza Simchi, Mahdi Esmaeilzadeh, Hossein Mazidabadi +1
The spin-dependent conductance and spin-polarization of a MoS2 quantum dot are studied in presence (absent) of an external electric field perpendicular to the molybdenum plane. It…