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HarpGBDT: Optimizing Gradient Boosting Decision Tree for Parallel Efficiency.

Bo PengJudy QiuLangshi ChenJiayu LiMiao JiangSelahattin AkkasEgor SmirnovRuslan IsrafilovSergey KhekhnevAndrey Nikolaev
Published in: CLUSTER (2019)
Keyphrases
  • gradient boosting
  • decision trees
  • loss function
  • genetic programming
  • logistic regression
  • machine learning algorithms
  • machine learning methods
  • random forest
  • random forests