GPU-acceleration for Large-scale Tree Boosting

26 June 2017

Papers citing "GPU-acceleration for Large-scale Tree Boosting"

8 / 8 papers shown

Title
Quantized Training of Gradient Boosting Decision Trees Yu Shi Guolin Ke Zhuoming Chen Shuxin Zheng Tie-Yan Liu MQ AI4CE 11 18 0 20 Jul 2022
Prediction of fish location by combining fisheries data and sea bottom temperature forecasting Matthieu Ospici Klaas Sys Sophie Guegan-Marat 18 2 0 04 May 2022
Distributionally Robust Multi-Output Regression Ranking Shahabeddin Sotudian Ruidi Chen I. Paschalidis OOD 25 2 0 27 Sep 2021
GPUTreeShap: Massively Parallel Exact Calculation of SHAP Scores for Tree Ensembles Rory Mitchell E. Frank G. Holmes 14 55 0 27 Oct 2020
Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence S. Raschka Joshua Patterson Corey J. Nolet AI4CE 24 484 0 12 Feb 2020
Robustness Verification of Tree-based Models Hongge Chen Huan Zhang Si Si Yang Li Duane S. Boning Cho-Jui Hsieh AAML 17 76 0 10 Jun 2019
Robust Decision Trees Against Adversarial Examples Hongge Chen Huan Zhang Duane S. Boning Cho-Jui Hsieh AAML 20 116 0 27 Feb 2019
Benchmarking and Optimization of Gradient Boosting Decision Tree Algorithms Andreea Anghel N. Papandreou Thomas Parnell Alessandro De Palma H. Pozidis 15 51 0 12 Sep 2018