Multi-Layered Gradient Boosting Decision Trees

31 May 2018

Papers citing "Multi-Layered Gradient Boosting Decision Trees"

20 / 20 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 37 36 0 30 Nov 2022
DANets: Deep Abstract Networks for Tabular Data Classification and Regression Jintai Chen Kuan-Yu Liao Yao Wan Danny Chen Jian Wu LMTD 43 50 0 06 Dec 2021
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 29 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 32 0 0 19 Aug 2021
Boost then Convolve: Gradient Boosting Meets Graph Neural Networks Sergei Ivanov Liudmila Prokhorenkova AI4CE 53 52 0 21 Jan 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 10 139 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 11 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 24 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
Gradient boosting machine with partially randomized decision trees A. Konstantinov Lev V. Utkin AI4CE 32 9 0 19 Jun 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
Neural Random Subspace Yunhao Cao Jianxin Wu Hanchen Wang Joan Lasenby 17 0 0 18 Nov 2019
Privacy-Preserving Gradient Boosting Decision Trees Yue Liu Zhaomin Wu Zeyi Wen Bingsheng He 25 77 0 11 Nov 2019
Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data Sergei Popov S. Morozov Artem Babenko LMTD 93 297 0 13 Sep 2019
Robust Decision Trees Against Adversarial Examples Hongge Chen Huan Zhang Duane S. Boning Cho-Jui Hsieh AAML 31 116 0 27 Feb 2019
Biologically Motivated Algorithms for Propagating Local Target Representations Alexander Ororbia A. Mali 20 87 0 26 May 2018