Comparing solution paths of sparse quadratic minimization with a Stieltjes matrix
From MaRDI portal
Publication:6120849
DOI10.1007/s10107-023-01966-0MaRDI QIDQ6120849
Ying Cui, Andrés Gómez, Shaoning Han, Jong-Shi Pang, Ziyu He
Publication date: 21 February 2024
Published in: Mathematical Programming. Series A. Series B (Search for Journal in Brave)
Ridge regression; shrinkage estimators (Lasso) (62J07) Nonconvex programming, global optimization (90C26) Quadratic programming (90C20) Sensitivity, stability, parametric optimization (90C31) Complementarity and equilibrium problems and variational inequalities (finite dimensions) (aspects of mathematical programming) (90C33)
Related Items
Cites Work
- Nearly unbiased variable selection under minimax concave penalty
- DC approximation approaches for sparse optimization
- Bayesian image restoration, with two applications in spatial statistics (with discussion)
- Estimating the dimension of a model
- Strong formulations for quadratic optimization with M-matrices and indicator variables
- Least angle regression. (With discussion)
- The Lasso problem and uniqueness
- A study of piecewise linear-quadratic programs
- Sparse regression: scalable algorithms and empirical performance
- On convex quadratic programs with linear complementarity constraints
- Complexity of unconstrained \(L_2 - L_p\) minimization
- Strong oracle optimality of folded concave penalized estimation
- Linear-step solvability of some folded concave and singly-parametric sparse optimization problems
- A Criterion Space Search Algorithm for Biobjective Mixed Integer Programming: The Triangle Splitting Method
- A Criterion Space Search Algorithm for Biobjective Integer Programming: The Balanced Box Method
- <inline-formula> <tex-math notation="LaTeX">$\ell _{p}$ </tex-math></inline-formula>-Regularized Least Squares <inline-formula> <tex-math notation="LaTeX">$(0<p<1)$ </tex-math></inline-formula> and Critical Path
- The Linear Complementarity Problem
- Updating the Inverse of a Matrix
- Bicriteria Transportation Problem
- On a class of least-element complementarity problems
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
- Homotopy Based Algorithms for $\ell _{\scriptscriptstyle 0}$-Regularized Least-Squares
- Modern Nonconvex Nondifferentiable Optimization
- Fast Best Subset Selection: Coordinate Descent and Local Combinatorial Optimization Algorithms
- Scalable Algorithms for the Sparse Ridge Regression
- Difference-of-Convex Learning: Directional Stationarity, Optimality, and Sparsity
- An efficient algorithm for image segmentation, Markov random fields and related problems
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item