A new formulation of gradient boosting

10.1088/2632-2153/ac1ee9

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Bibliographic Details
Main Authors: Wozniakowski, Alex, Thompson, Jayne, Gu, Mile, Binder, Felix C.
Other Authors: CENTRE FOR QUANTUM TECHNOLOGIES
Format: Article
Published: IOP Publishing Ltd 2022
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Online Access:https://scholarbank.nus.edu.sg/handle/10635/232709
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Institution: National University of Singapore
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spelling sg-nus-scholar.10635-2327092024-11-12T03:44:43Z A new formulation of gradient boosting Wozniakowski, Alex Thompson, Jayne Gu, Mile Binder, Felix C. CENTRE FOR QUANTUM TECHNOLOGIES Boosting Ensemble learning Multi-target regression Prior knowledge Quantum computing Stacking 10.1088/2632-2153/ac1ee9 Machine Learning: Science and Technology 2 4 045022 2022-10-13T01:05:50Z 2022-10-13T01:05:50Z 2021-08-18 Article Wozniakowski, Alex, Thompson, Jayne, Gu, Mile, Binder, Felix C. (2021-08-18). A new formulation of gradient boosting. Machine Learning: Science and Technology 2 (4) : 045022. ScholarBank@NUS Repository. https://doi.org/10.1088/2632-2153/ac1ee9 2632-2153 https://scholarbank.nus.edu.sg/handle/10635/232709 Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/ IOP Publishing Ltd Scopus OA2021
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
topic Boosting
Ensemble learning
Multi-target regression
Prior knowledge
Quantum computing
Stacking
spellingShingle Boosting
Ensemble learning
Multi-target regression
Prior knowledge
Quantum computing
Stacking
Wozniakowski, Alex
Thompson, Jayne
Gu, Mile
Binder, Felix C.
A new formulation of gradient boosting
description 10.1088/2632-2153/ac1ee9
author2 CENTRE FOR QUANTUM TECHNOLOGIES
author_facet CENTRE FOR QUANTUM TECHNOLOGIES
Wozniakowski, Alex
Thompson, Jayne
Gu, Mile
Binder, Felix C.
format Article
author Wozniakowski, Alex
Thompson, Jayne
Gu, Mile
Binder, Felix C.
author_sort Wozniakowski, Alex
title A new formulation of gradient boosting
title_short A new formulation of gradient boosting
title_full A new formulation of gradient boosting
title_fullStr A new formulation of gradient boosting
title_full_unstemmed A new formulation of gradient boosting
title_sort new formulation of gradient boosting
publisher IOP Publishing Ltd
publishDate 2022
url https://scholarbank.nus.edu.sg/handle/10635/232709
_version_ 1821219473024090112