Showing 1–13 of 13 results
/ Date/ Name
Nov 24, 2021A Majorized-Generalized Alternating Direction Method of Multipliers for Convex Composite ProgrammingNov 24, 2021An Efficient Semismooth Newton Method for Adaptive Sparse Signal Recovery ProblemsJun 8, 2022On the Linear Convergence Rate of Generalized ADMM for Convex Composite ProgrammingApr 2, 2026Bilevel Programming Approach for Image Restoration Problems with Automatically Hyperparameter SelectionNov 21, 2021Semismooth Newton Augmented Lagrangian Algorithm for Adaptive Lasso Penalized Least Squares in Semiparametric RegressionNov 23, 2021A Global Two-stage Algorithm for Non-convex Penalized High-dimensional Linear Regression ProblemsFeb 18, 2025A Primal Dual Active Set with Continuation Algorithm for $\ell_0$-Penalized High-dimensional Accelerated Failure Time ModelNov 24, 2021Efficient Dual ADMMs for Sparse Compressive Sensing MRI ReconstructionNov 21, 2021A Data-Driven Line Search Rule for Support Recovery in High-dimensional Data AnalysisNov 19, 2024Graph-based Square-Root Estimation for Sparse Linear RegressionFeb 18, 2023An Efficient Method for Joint Delay-Doppler Estimation of Moving Targets in Passive RadarNov 22, 2024Iterative Reweighted Framework Based Algorithms for Sparse Linear Regression with Generalized Elastic Net PenaltyMar 10, 2026ADMM-based Bilevel Descent Aggregation Algorithm for Sparse Hyperparameter Selection