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

• 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
• Institution: National University of Singapore

Ph.D