DATA-EFFICIENT MACHINE LEARNING WITH MULTIPLE OUTPUT TYPES AND HIGH INPUT DIMENSIONS

Ph.D

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Bibliographic Details
Main Author:	ZHANG YEHONG
Other Authors:	COMPUTER SCIENCE
Format:	Theses and Dissertations
Language:	English
Published:	2017
Subjects:	Machine learning; Data-efficient machine learning; Active learning; Bayesian optimization; Multi-output learning; High-dimensional input
Online Access:	http://scholarbank.nus.edu.sg/handle/10635/137686
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-137686
record_format	dspace
spelling	sg-nus-scholar.10635-1376862021-02-19T09:10:54Z DATA-EFFICIENT MACHINE LEARNING WITH MULTIPLE OUTPUT TYPES AND HIGH INPUT DIMENSIONS ZHANG YEHONG COMPUTER SCIENCE LOW KIAN HSIANG KANKANHALLI, MOHAN S Machine learning; Data-efficient machine learning; Active learning; Bayesian optimization; Multi-output learning; High-dimensional input Ph.D DOCTOR OF PHILOSOPHY 2017-12-05T18:00:32Z 2017-12-05T18:00:32Z 2017-08-25 Thesis ZHANG YEHONG (2017-08-25). DATA-EFFICIENT MACHINE LEARNING WITH MULTIPLE OUTPUT TYPES AND HIGH INPUT DIMENSIONS. ScholarBank@NUS Repository. http://scholarbank.nus.edu.sg/handle/10635/137686 en
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
language	English
topic	Machine learning; Data-efficient machine learning; Active learning; Bayesian optimization; Multi-output learning; High-dimensional input
spellingShingle	Machine learning; Data-efficient machine learning; Active learning; Bayesian optimization; Multi-output learning; High-dimensional input ZHANG YEHONG DATA-EFFICIENT MACHINE LEARNING WITH MULTIPLE OUTPUT TYPES AND HIGH INPUT DIMENSIONS
description	Ph.D
author2	COMPUTER SCIENCE
author_facet	COMPUTER SCIENCE ZHANG YEHONG
format	Theses and Dissertations
author	ZHANG YEHONG
author_sort	ZHANG YEHONG
title	DATA-EFFICIENT MACHINE LEARNING WITH MULTIPLE OUTPUT TYPES AND HIGH INPUT DIMENSIONS
title_short	DATA-EFFICIENT MACHINE LEARNING WITH MULTIPLE OUTPUT TYPES AND HIGH INPUT DIMENSIONS
title_full	DATA-EFFICIENT MACHINE LEARNING WITH MULTIPLE OUTPUT TYPES AND HIGH INPUT DIMENSIONS
title_fullStr	DATA-EFFICIENT MACHINE LEARNING WITH MULTIPLE OUTPUT TYPES AND HIGH INPUT DIMENSIONS
title_full_unstemmed	DATA-EFFICIENT MACHINE LEARNING WITH MULTIPLE OUTPUT TYPES AND HIGH INPUT DIMENSIONS
title_sort	data-efficient machine learning with multiple output types and high input dimensions
publishDate	2017
url	http://scholarbank.nus.edu.sg/handle/10635/137686
_version_	1693115597704921088

DATA-EFFICIENT MACHINE LEARNING WITH MULTIPLE OUTPUT TYPES AND HIGH INPUT DIMENSIONS

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