LightGBM: A Highly Efficient Gradient Boosting Decision Tree
Guolin Ke, Qi Meng, Thomas Finely, Taifeng Wang, Wei Chen, Weidong Ma, Qiwei Ye, Tie-Yan Liu
Advances in Neural Information Processing Systems 30 (NIP 2017) | December 2017
Publications
Publications
Publications by Year
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A Communication-efficient Parallel Algorithm for Decision Tree
Qi Meng, Guolin Ke, Taifeng Wang, Wei Chen, Qiwei Ye, Zhi-Ming Ma, Tie-Yan Liu
30th Conference on Neural Information Processing Systems (NIPS 2016) | November 2016
Publications by Research Area
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LightGBM: A Highly Efficient Gradient Boosting Decision Tree
Guolin Ke, Qi Meng, Thomas Finely, Taifeng Wang, Wei Chen, Weidong Ma, Qiwei Ye, Tie-Yan Liu
Advances in Neural Information Processing Systems 30 (NIP 2017) | December 2017
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LightGBM: A Highly Efficient Gradient Boosting Decision Tree
Guolin Ke, Qi Meng, Thomas Finely, Taifeng Wang, Wei Chen, Weidong Ma, Qiwei Ye, Tie-Yan Liu
Advances in Neural Information Processing Systems 30 (NIP 2017) | December 2017
A Communication-efficient Parallel Algorithm for Decision Tree
Qi Meng, Guolin Ke, Taifeng Wang, Wei Chen, Qiwei Ye, Zhi-Ming Ma, Tie-Yan Liu
30th Conference on Neural Information Processing Systems (NIPS 2016) | November 2016
Publications by Type
-
LightGBM: A Highly Efficient Gradient Boosting Decision Tree
Guolin Ke, Qi Meng, Thomas Finely, Taifeng Wang, Wei Chen, Weidong Ma, Qiwei Ye, Tie-Yan Liu
Advances in Neural Information Processing Systems 30 (NIP 2017) | December 2017
A Communication-efficient Parallel Algorithm for Decision Tree
Qi Meng, Guolin Ke, Taifeng Wang, Wei Chen, Qiwei Ye, Zhi-Ming Ma, Tie-Yan Liu
30th Conference on Neural Information Processing Systems (NIPS 2016) | November 2016
People
Tie-Yan Liu
Distinguished Scientist, Microsoft Research AI for Science
Yu Shi
Researcher