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06/17/2020
MixBoost: A Heterogeneous Boosting Machine
Modern gradient boosting software frameworks, such as XGBoost and LightG...
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06/12/2020
Differentially Private Stochastic Coordinate Descent
In this paper we tackle the challenge of making the stochastic coordinat...
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10/15/2019
Breadth-first, Depth-next Training of Random Forests
In this paper we analyze, evaluate, and improve the performance of train...
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09/12/2018