Benchmarking and Optimization of Gradient Boosting Decision Tree
Algorithms

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Benchmarking and Optimization of Gradient Boosting Decision Tree Algorithms

12 September 2018

Alessandro De Palma

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Papers citing "Benchmarking and Optimization of Gradient Boosting Decision Tree Algorithms"

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Title
CatBoost: gradient boosting with categorical features support Anna Veronika Dorogush Vasily Ershov Andrey Gulin 143 1,339 0 24 Oct 2018
GPU-acceleration for Large-scale Tree Boosting Huan Zhang Si Si Cho-Jui Hsieh 48 80 0 26 Jun 2017
Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets Aaron Klein Stefan Falkner Simon Bartels Philipp Hennig Frank Hutter AI4CE 76 550 0 23 May 2016
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 814 39,062 0 09 Mar 2016
A Theoretical Analysis of NDCG Type Ranking Measures Yining Wang Liwei Wang Yuanzhi Li Di He Tie-Yan Liu Wei-neng Chen 103 424 0 24 Apr 2013
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 371 7,957 0 13 Jun 2012