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

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

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