OPTIMIZATION AND LEARNING UNDER UNCERTAINTY - A UNIFIED ROBUSTNESS PERSPECTIVE

Ph.D

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Bibliographic Details
Main Author:	YANG WENZHUO
Other Authors:	MECHANICAL ENGINEERING
Format:	Theses and Dissertations
Language:	English
Published:	2016
Subjects:	machine learning, robust optimization, chance constraint, pca, dimension reduction, classification
Online Access:	http://scholarbank.nus.edu.sg/handle/10635/134432
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-134432
record_format	dspace
spelling	sg-nus-scholar.10635-1344322017-01-01T07:16:00Z OPTIMIZATION AND LEARNING UNDER UNCERTAINTY - A UNIFIED ROBUSTNESS PERSPECTIVE YANG WENZHUO MECHANICAL ENGINEERING XU HUAN SIM SOON SUAN, MELVYN machine learning, robust optimization, chance constraint, pca, dimension reduction, classification Ph.D DOCTOR OF PHILOSOPHY 2016-12-31T18:01:22Z 2016-12-31T18:01:22Z 2016-08-08 Thesis YANG WENZHUO (2016-08-08). OPTIMIZATION AND LEARNING UNDER UNCERTAINTY - A UNIFIED ROBUSTNESS PERSPECTIVE. ScholarBank@NUS Repository. http://scholarbank.nus.edu.sg/handle/10635/134432 NOT_IN_WOS en
institution	National University of Singapore
building	NUS Library
country	Singapore
collection	ScholarBank@NUS
language	English
topic	machine learning, robust optimization, chance constraint, pca, dimension reduction, classification
spellingShingle	machine learning, robust optimization, chance constraint, pca, dimension reduction, classification YANG WENZHUO OPTIMIZATION AND LEARNING UNDER UNCERTAINTY - A UNIFIED ROBUSTNESS PERSPECTIVE
description	Ph.D
author2	MECHANICAL ENGINEERING
author_facet	MECHANICAL ENGINEERING YANG WENZHUO
format	Theses and Dissertations
author	YANG WENZHUO
author_sort	YANG WENZHUO
title	OPTIMIZATION AND LEARNING UNDER UNCERTAINTY - A UNIFIED ROBUSTNESS PERSPECTIVE
title_short	OPTIMIZATION AND LEARNING UNDER UNCERTAINTY - A UNIFIED ROBUSTNESS PERSPECTIVE
title_full	OPTIMIZATION AND LEARNING UNDER UNCERTAINTY - A UNIFIED ROBUSTNESS PERSPECTIVE
title_fullStr	OPTIMIZATION AND LEARNING UNDER UNCERTAINTY - A UNIFIED ROBUSTNESS PERSPECTIVE
title_full_unstemmed	OPTIMIZATION AND LEARNING UNDER UNCERTAINTY - A UNIFIED ROBUSTNESS PERSPECTIVE
title_sort	optimization and learning under uncertainty - a unified robustness perspective
publishDate	2016
url	http://scholarbank.nus.edu.sg/handle/10635/134432
_version_	1681097659697332224

OPTIMIZATION AND LEARNING UNDER UNCERTAINTY - A UNIFIED ROBUSTNESS PERSPECTIVE

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