Showing 1–20 of 20 results
/ Date/ Name
Jul 19, 2012Nonmonotone Barzilai-Borwein Gradient Algorithm for $\ell_1$-Regularized Nonsmooth Minimization in Compressive SensingApr 4, 2022Convergence Analysis of Generalized ADMM with Majorization for Linearly Constrained Composite Convex OptimizationJan 12, 2010A Fast Algorithm for Total Variation Image Reconstruction from Random ProjectionsOct 20, 2017Symmetric Gauss-Seidel Technique Based Alternating Direction Methods of Multipliers for Transform Invariant Low-Rank Textures ProblemJul 21, 2015A Generalized Alternating Direction Method of Multipliers with Semi-Proximal Terms for Convex Composite Conic ProgrammingNov 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 ProgrammingNov 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 SelectionNov 24, 2021Efficient Dual ADMMs for Sparse Compressive Sensing MRI ReconstructionAug 18, 2022Linear Convergence Rate Analysis of Proximal Generalized ADMM for Convex Composite ProgrammingNov 19, 2024Graph-based Square-Root Estimation for Sparse Linear RegressionFeb 18, 2023An Efficient Method for Joint Delay-Doppler Estimation of Moving Targets in Passive RadarOct 13, 2025Efficient Group Lasso Regularized Rank Regression with Data-Driven Parameter DeterminationSep 27, 2022Robust Fused Lasso Penalized Huber Regression with Nonasymptotic Property and Implementation StudiesMar 22, 2022A Binary Characterization Method for Shape Convexity and ApplicationsJan 10, 2025An Efficient Dual ADMM for Huber Regression with Fused Lasso PenaltyNov 21, 2021Semismooth Newton Augmented Lagrangian Algorithm for Adaptive Lasso Penalized Least Squares in Semiparametric RegressionFeb 18, 2025A Primal Dual Active Set with Continuation Algorithm for $\ell_0$-Penalized High-dimensional Accelerated Failure Time Model