Multi-Layered Gradient Boosting Decision Trees

Multi-Layered Gradient Boosting Decision Trees

31 May 2018

Papers citing "Multi-Layered Gradient Boosting Decision Trees"

14 / 14 papers shown

Title
T2G-Former: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction Jiahuan Yan Jintai Chen YiXuan Wu Danny Chen Jian Wu 30 35 0 30 Nov 2022
A Survey on Epistemic (Model) Uncertainty in Supervised Learning: Recent Advances and Applications Xinlei Zhou Han Liu Farhad Pourpanah T. Zeng Xizhao Wang UQCV UD 24 58 0 03 Nov 2021
Learning Multi-Layered GBDT Via Back Propagation Zhendong Zhang AI4CE 33 0 0 24 Sep 2021
A Framework for an Assessment of the Kernel-target Alignment in Tree Ensemble Kernel Learning Dai Feng R. Baumgartner 27 0 0 19 Aug 2021
PACSET (Packed Serialized Trees): Reducing Inference Latency for Tree Ensemble Deployment Meghana Madhyastha Kunal Lillaney J. Browne Joshua T. Vogelstein Randal C. Burns 30 1 0 10 Nov 2020
Interpretable Machine Learning with an Ensemble of Gradient Boosting Machines A. Konstantinov Lev V. Utkin FedML AI4CE 10 138 0 14 Oct 2020
A Generalized Stacking for Implementing Ensembles of Gradient Boosting Machines A. Konstantinov Lev V. Utkin 32 5 0 12 Oct 2020
Selective Cascade of Residual ExtraTrees Qimin Liu F. Liu 6 0 0 29 Sep 2020
Modeling Text with Decision Forests using Categorical-Set Splits Mathieu Guillame-Bert Sebastian Bruch Petr Mitrichev Petr Mikheev Jan Pfeifer 16 2 0 21 Sep 2020
Learning Representations for Axis-Aligned Decision Forests through Input Perturbation Sebastian Bruch Jan Pfeifer Mathieu Guillame-Bert 21 7 0 29 Jul 2020
BoostTree and BoostForest for Ensemble Learning Changming Zhao Dongrui Wu Jian Huang Ye Yuan Hai-Tao Zhang Ruimin Peng Zhenhua Shi 32 33 0 21 Mar 2020
Interpretation and Simplification of Deep Forest Sangwon Kim Mira Jeong ByoungChul Ko FAtt 19 8 0 14 Jan 2020
Privacy-Preserving Gradient Boosting Decision Trees Yue Liu Zhaomin Wu Zeyi Wen Bingsheng He 17 77 0 11 Nov 2019
Biologically Motivated Algorithms for Propagating Local Target Representations Alexander Ororbia A. Mali 20 87 0 26 May 2018