FAST RATE ANALYSIS OF STOCHASTIC OPTIMIZATION IN STATISTICAL ESTIMATION

Ph.D

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Bibliographic Details
Main Author:	QU CHAO
Other Authors:	MECHANICAL ENGINEERING
Format:	Theses and Dissertations
Language:	English
Published:	2017
Subjects:	machine learning, stochastic optimization, statistical estimation, big data, nonconvex, high dimensional statistics
Online Access:	http://scholarbank.nus.edu.sg/handle/10635/138162
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-138162
record_format	dspace
spelling	sg-nus-scholar.10635-1381622018-01-01T13:08:48Z FAST RATE ANALYSIS OF STOCHASTIC OPTIMIZATION IN STATISTICAL ESTIMATION QU CHAO MECHANICAL ENGINEERING XU HUAN ONG CHONG JIN machine learning, stochastic optimization, statistical estimation, big data, nonconvex, high dimensional statistics Ph.D DOCTOR OF PHILOSOPHY 2017-12-31T18:01:02Z 2017-12-31T18:01:02Z 2017-08-03 Thesis QU CHAO (2017-08-03). FAST RATE ANALYSIS OF STOCHASTIC OPTIMIZATION IN STATISTICAL ESTIMATION. ScholarBank@NUS Repository. http://scholarbank.nus.edu.sg/handle/10635/138162 en
institution	National University of Singapore
building	NUS Library
country	Singapore
collection	ScholarBank@NUS
language	English
topic	machine learning, stochastic optimization, statistical estimation, big data, nonconvex, high dimensional statistics
spellingShingle	machine learning, stochastic optimization, statistical estimation, big data, nonconvex, high dimensional statistics QU CHAO FAST RATE ANALYSIS OF STOCHASTIC OPTIMIZATION IN STATISTICAL ESTIMATION
description	Ph.D
author2	MECHANICAL ENGINEERING
author_facet	MECHANICAL ENGINEERING QU CHAO
format	Theses and Dissertations
author	QU CHAO
author_sort	QU CHAO
title	FAST RATE ANALYSIS OF STOCHASTIC OPTIMIZATION IN STATISTICAL ESTIMATION
title_short	FAST RATE ANALYSIS OF STOCHASTIC OPTIMIZATION IN STATISTICAL ESTIMATION
title_full	FAST RATE ANALYSIS OF STOCHASTIC OPTIMIZATION IN STATISTICAL ESTIMATION
title_fullStr	FAST RATE ANALYSIS OF STOCHASTIC OPTIMIZATION IN STATISTICAL ESTIMATION
title_full_unstemmed	FAST RATE ANALYSIS OF STOCHASTIC OPTIMIZATION IN STATISTICAL ESTIMATION
title_sort	fast rate analysis of stochastic optimization in statistical estimation
publishDate	2017
url	http://scholarbank.nus.edu.sg/handle/10635/138162
_version_	1681097829501632512

FAST RATE ANALYSIS OF STOCHASTIC OPTIMIZATION IN STATISTICAL ESTIMATION

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