Efficient gradient boosted decision tree training on GPUs

10.1109/IPDPS.2018.00033

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Bibliographic Details
Main Authors:	Zeyi Wen, Bingsheng He, Ramamohanarao Kotagiri, Shengliang Lu, Jiashuai Shi
Other Authors:	DEPARTMENT OF COMPUTER SCIENCE
Format:	Conference or Workshop Item
Published:	Institute of Electrical and Electronics Engineers Inc. 2020
Subjects:	Decision Trees GPU Gradient Boosting Machine Learning RLE Compression
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/173884
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Institution:	National University of Singapore

id	sg-nus-scholar.10635-173884
record_format	dspace
spelling	sg-nus-scholar.10635-1738842024-11-13T21:56:21Z Efficient gradient boosted decision tree training on GPUs Zeyi Wen Bingsheng He Ramamohanarao Kotagiri Shengliang Lu Jiashuai Shi DEPARTMENT OF COMPUTER SCIENCE Decision Trees GPU Gradient Boosting Machine Learning RLE Compression 10.1109/IPDPS.2018.00033 IEEE International Parallel and Distributed Processing Symposium (IPDPS) 234-243 2020-09-01T08:18:38Z 2020-09-01T08:18:38Z 2018 Conference Paper Zeyi Wen, Bingsheng He, Ramamohanarao Kotagiri, Shengliang Lu, Jiashuai Shi (2018). Efficient gradient boosted decision tree training on GPUs. IEEE International Parallel and Distributed Processing Symposium (IPDPS) : 234-243. ScholarBank@NUS Repository. https://doi.org/10.1109/IPDPS.2018.00033 9781538643686 https://scholarbank.nus.edu.sg/handle/10635/173884 Institute of Electrical and Electronics Engineers Inc.
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
topic	Decision Trees GPU Gradient Boosting Machine Learning RLE Compression
spellingShingle	Decision Trees GPU Gradient Boosting Machine Learning RLE Compression Zeyi Wen Bingsheng He Ramamohanarao Kotagiri Shengliang Lu Jiashuai Shi Efficient gradient boosted decision tree training on GPUs
description	10.1109/IPDPS.2018.00033
author2	DEPARTMENT OF COMPUTER SCIENCE
author_facet	DEPARTMENT OF COMPUTER SCIENCE Zeyi Wen Bingsheng He Ramamohanarao Kotagiri Shengliang Lu Jiashuai Shi
format	Conference or Workshop Item
author	Zeyi Wen Bingsheng He Ramamohanarao Kotagiri Shengliang Lu Jiashuai Shi
author_sort	Zeyi Wen
title	Efficient gradient boosted decision tree training on GPUs
title_short	Efficient gradient boosted decision tree training on GPUs
title_full	Efficient gradient boosted decision tree training on GPUs
title_fullStr	Efficient gradient boosted decision tree training on GPUs
title_full_unstemmed	Efficient gradient boosted decision tree training on GPUs
title_sort	efficient gradient boosted decision tree training on gpus
publisher	Institute of Electrical and Electronics Engineers Inc.
publishDate	2020
url	https://scholarbank.nus.edu.sg/handle/10635/173884
_version_	1821205334305275904

Efficient gradient boosted decision tree training on GPUs

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