EFFICIENT HESSIAN BASED ALGORITHMS FOR SOLVING SPARSE GROUP LASSO AND MULTIPLE GRAPHICAL LASSO PROBLEMS

Ph.D

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Bibliographic Details
Main Author:	ZHANG YANGJING
Other Authors:	MATHEMATICS
Format:	Theses and Dissertations
Language:	English
Published:	2019
Subjects:	generalized Jacobian, semismooth Newton method, second order sparsity, sparse group Lasso, multiple graphical Lasso, large scale statistical problems
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/154994
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-154994
record_format	dspace
spelling	sg-nus-scholar.10635-1549942019-06-02T13:16:08Z EFFICIENT HESSIAN BASED ALGORITHMS FOR SOLVING SPARSE GROUP LASSO AND MULTIPLE GRAPHICAL LASSO PROBLEMS ZHANG YANGJING MATHEMATICS TOH KIM CHUAN generalized Jacobian, semismooth Newton method, second order sparsity, sparse group Lasso, multiple graphical Lasso, large scale statistical problems Ph.D DOCTOR OF PHILOSOPHY 2019-06-01T18:04:10Z 2019-06-01T18:04:10Z 2019-01-14 Thesis ZHANG YANGJING (2019-01-14). EFFICIENT HESSIAN BASED ALGORITHMS FOR SOLVING SPARSE GROUP LASSO AND MULTIPLE GRAPHICAL LASSO PROBLEMS. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/154994 0000-0002-2679-3630 en
institution	National University of Singapore
building	NUS Library
country	Singapore
collection	ScholarBank@NUS
language	English
topic	generalized Jacobian, semismooth Newton method, second order sparsity, sparse group Lasso, multiple graphical Lasso, large scale statistical problems
spellingShingle	generalized Jacobian, semismooth Newton method, second order sparsity, sparse group Lasso, multiple graphical Lasso, large scale statistical problems ZHANG YANGJING EFFICIENT HESSIAN BASED ALGORITHMS FOR SOLVING SPARSE GROUP LASSO AND MULTIPLE GRAPHICAL LASSO PROBLEMS
description	Ph.D
author2	MATHEMATICS
author_facet	MATHEMATICS ZHANG YANGJING
format	Theses and Dissertations
author	ZHANG YANGJING
author_sort	ZHANG YANGJING
title	EFFICIENT HESSIAN BASED ALGORITHMS FOR SOLVING SPARSE GROUP LASSO AND MULTIPLE GRAPHICAL LASSO PROBLEMS
title_short	EFFICIENT HESSIAN BASED ALGORITHMS FOR SOLVING SPARSE GROUP LASSO AND MULTIPLE GRAPHICAL LASSO PROBLEMS
title_full	EFFICIENT HESSIAN BASED ALGORITHMS FOR SOLVING SPARSE GROUP LASSO AND MULTIPLE GRAPHICAL LASSO PROBLEMS
title_fullStr	EFFICIENT HESSIAN BASED ALGORITHMS FOR SOLVING SPARSE GROUP LASSO AND MULTIPLE GRAPHICAL LASSO PROBLEMS
title_full_unstemmed	EFFICIENT HESSIAN BASED ALGORITHMS FOR SOLVING SPARSE GROUP LASSO AND MULTIPLE GRAPHICAL LASSO PROBLEMS
title_sort	efficient hessian based algorithms for solving sparse group lasso and multiple graphical lasso problems
publishDate	2019
url	https://scholarbank.nus.edu.sg/handle/10635/154994
_version_	1681099446631268352

EFFICIENT HESSIAN BASED ALGORITHMS FOR SOLVING SPARSE GROUP LASSO AND MULTIPLE GRAPHICAL LASSO PROBLEMS

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