Computation of second-order directional stationary points for group sparse optimization
Author:
Affiliation:
1. School of Mathematics and Statistics, Guizhou University, Guiyang, People's Republic of China
2. Department of Applied Mathematics, The Hong Kong Polytechnic University, Hong Kong, People's Republic of China
Publisher
Informa UK Limited
Subject
Applied Mathematics,Control and Optimization,Software
Link
https://www.tandfonline.com/doi/pdf/10.1080/10556788.2019.1684492
Reference33 articles.
1. Difference-of-Convex Learning: Directional Stationarity, Optimality, and Sparsity
2. Necessary and sufficient optimality conditions for a class of nonsmooth minimization problems
3. Optimality and Complexity for Constrained Optimization Problems with Nonconvex Regularization
4. Complexity analysis of interior point algorithms for non-Lipschitz and nonconvex minimization
5. Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors
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