STOCHASTIC AND RANDOMIZED ALGORITHMS FOR LARGE-SCALE OPTIMIZATION IN MACHINE LEARNING

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Main Author:	ZHAO RENBO
Other Authors:	MATHEMATICS
Format:	Theses and Dissertations
Language:	English
Published:	2018
Subjects:	large-scale optimization; stochastic optimization; L-BFGS; primal-dual algorithms; saddle-point problems; first-order methods
Online Access:	http://scholarbank.nus.edu.sg/handle/10635/148566
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Institution:	National University of Singapore
Language:	English

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spelling	sg-nus-scholar.10635-1485662019-04-11T15:46:28Z STOCHASTIC AND RANDOMIZED ALGORITHMS FOR LARGE-SCALE OPTIMIZATION IN MACHINE LEARNING ZHAO RENBO MATHEMATICS TAN YAN FU, VINCENT HASKELL, WILLIAM BENJAMIN large-scale optimization; stochastic optimization; L-BFGS; primal-dual algorithms; saddle-point problems; first-order methods Master's MASTER OF SCIENCE 2018-10-31T18:00:51Z 2018-10-31T18:00:51Z 2018-06-28 Thesis ZHAO RENBO (2018-06-28). STOCHASTIC AND RANDOMIZED ALGORITHMS FOR LARGE-SCALE OPTIMIZATION IN MACHINE LEARNING. ScholarBank@NUS Repository. http://scholarbank.nus.edu.sg/handle/10635/148566 0000-0002-8226-9243 en
institution	National University of Singapore
building	NUS Library
country	Singapore
collection	ScholarBank@NUS
language	English
topic	large-scale optimization; stochastic optimization; L-BFGS; primal-dual algorithms; saddle-point problems; first-order methods
spellingShingle	large-scale optimization; stochastic optimization; L-BFGS; primal-dual algorithms; saddle-point problems; first-order methods ZHAO RENBO STOCHASTIC AND RANDOMIZED ALGORITHMS FOR LARGE-SCALE OPTIMIZATION IN MACHINE LEARNING
description	Master's
author2	MATHEMATICS
author_facet	MATHEMATICS ZHAO RENBO
format	Theses and Dissertations
author	ZHAO RENBO
author_sort	ZHAO RENBO
title	STOCHASTIC AND RANDOMIZED ALGORITHMS FOR LARGE-SCALE OPTIMIZATION IN MACHINE LEARNING
title_short	STOCHASTIC AND RANDOMIZED ALGORITHMS FOR LARGE-SCALE OPTIMIZATION IN MACHINE LEARNING
title_full	STOCHASTIC AND RANDOMIZED ALGORITHMS FOR LARGE-SCALE OPTIMIZATION IN MACHINE LEARNING
title_fullStr	STOCHASTIC AND RANDOMIZED ALGORITHMS FOR LARGE-SCALE OPTIMIZATION IN MACHINE LEARNING
title_full_unstemmed	STOCHASTIC AND RANDOMIZED ALGORITHMS FOR LARGE-SCALE OPTIMIZATION IN MACHINE LEARNING
title_sort	stochastic and randomized algorithms for large-scale optimization in machine learning
publishDate	2018
url	http://scholarbank.nus.edu.sg/handle/10635/148566
_version_	1681098834260787200

STOCHASTIC AND RANDOMIZED ALGORITHMS FOR LARGE-SCALE OPTIMIZATION IN MACHINE LEARNING

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