| Publication | Date of Publication | Type |
|---|
| Variable selection and collinearity processing for multivariate data via row-elastic-net regularization | 2022-04-14 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5063114 | 2022-03-17 | Paper |
| Nonconvex mixed matrix minimization | 2022-03-07 | Paper |
| Optimal portfolio selections via \(\ell_{1, 2}\)-norm regularization | 2021-12-08 | Paper |
| Regularization parameter selection for the low rank matrix recovery | 2021-08-18 | Paper |
| Gradient Projection Newton Algorithm for Sparse Collaborative Learning Using Synthetic and Real Datasets of Applications | 2021-08-14 | Paper |
| Double fused Lasso regularized regression with both matrix and vector valued predictors | 2021-08-09 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4992977 | 2021-06-14 | Paper |
| Safe feature screening rules for the regularized Huber regression | 2021-03-16 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5151639 | 2021-02-22 | Paper |
| A novel convex clustering method for high-dimensional data using semiproximal ADMM | 2020-10-14 | Paper |
| An improved total variation regularized RPCA for moving object detection with dynamic background | 2020-06-18 | Paper |
| tSSNALM: a fast two-stage semi-smooth Newton augmented Lagrangian method for sparse CCA | 2020-06-17 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5210197 | 2020-01-22 | Paper |
| Double fused Lasso penalized LAD for matrix regression | 2019-11-29 | Paper |
| Classical Multidimensional Scaling: A Subspace Perspective, Over-Denoising, and Outlier Detection | 2019-10-28 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5382243 | 2019-06-21 | Paper |
| The linearized alternating direction method of multipliers for sparse group LAD model | 2019-06-17 | Paper |
| Alternating direction method of multipliers for nonconvex fused regression problems | 2019-05-24 | Paper |
| Fused Lasso penalized least absolute deviation estimator for high dimensional linear regression | 2019-01-24 | Paper |
| Tuning parameter selection rules for nuclear norm regularized multivariate linear regression | 2019-01-19 | Paper |
| On the degrees of freedom of mixed matrix regression | 2018-11-05 | Paper |
| Variable Selection in Sparse Regression with Quadratic Measurements | 2018-07-06 | Paper |
| Iterative reweighted methods for \(\ell _1-\ell _p\) minimization | 2018-05-25 | Paper |
| A null-space-based weightedl1minimization approach to compressed sensing | 2018-02-19 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3134080 | 2018-02-08 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3134093 | 2018-02-08 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3132649 | 2018-01-29 | Paper |
| Erratum to: ``Improved complexity analysis of full Nesterov-Todd step feasible interior-point method for symmetric optimization | 2017-10-27 | Paper |
| A smoothing iterative method for quantile regression with nonconvex \(\ell_p\) penalty | 2017-06-15 | Paper |
| A note on an inequality involving Jordan product in Euclidean Jordan algebras | 2016-05-03 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3466921 | 2016-01-25 | Paper |
| Improved complexity analysis of full Nesterov-Todd step feasible interior-point method for symmetric optimization | 2015-09-11 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2941678 | 2015-08-21 | Paper |
| Sparse and low-rank covariance matrix estimation | 2015-07-31 | Paper |
| Rank-one and sparse matrix decomposition for dynamic MRI | 2015-07-14 | Paper |
| Sparse recovery on Euclidean Jordan algebras | 2014-11-17 | Paper |
| New bounds for RIC in compressed sensing | 2014-09-29 | Paper |
| Generalized nonlinear complementarity problems with order \(P_0\) and \(R_0\) properties | 2014-09-24 | Paper |
| Some majorization inequalities in Euclidean Jordan algebras | 2014-09-08 | Paper |
| The nonnegative zero-norm minimization under generalized \(Z\)-matrix measurement | 2014-07-14 | Paper |
| Robust two-stage stochastic linear programs with moment constraints | 2014-07-10 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5402625 | 2014-03-14 | Paper |
| Partial \(S\)-goodness for partially sparse signal recovery | 2014-03-11 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5399554 | 2014-02-28 | Paper |
| \(s\)-goodness for low-rank matrix recovery | 2013-09-19 | Paper |
| EXACT LOW-RANK MATRIX RECOVERY VIA NONCONVEX SCHATTEN p-MINIMIZATION | 2013-09-05 | Paper |
| Restricted \(p\)-isometry properties of partially sparse signal recovery | 2013-06-13 | Paper |
| A semismooth Newton method for nonlinear symmetric cone programming | 2013-02-20 | Paper |
| Linear program relaxation of sparse nonnegative recovery in compressive sensing microarrays | 2013-01-09 | Paper |
| Quadratic convergence of a smoothing Newton method for symmetric cone programming without strict complementarity | 2013-01-03 | Paper |
| Lyapunov-type least-squares problems over symmetric cones | 2012-11-09 | Paper |
| Existence and uniqueness of solutions for homogeneous cone complementarity problems | 2012-06-26 | Paper |
| Monotonicity of Löwner operators and its applications to symmetric cone complementarity problems | 2012-06-26 | Paper |
| Equivalent conditions for Jacobian nonsingularity in linear symmetric cone programming | 2011-05-11 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3568358 | 2010-06-11 | Paper |
| A Regularized Smoothing Newton Method for Symmetric Cone Complementarity Problems | 2009-08-20 | Paper |
| Clarke generalized Jacobian of the projection onto symmetric cones | 2009-08-11 | Paper |
| VECTOR-VALUED IMPLICIT LAGRANGIAN FOR SYMMETRIC CONE COMPLEMENTARITY PROBLEMS | 2009-06-30 | Paper |
| Sufficiency of linear transformations on Euclidean Jordan algebras | 2009-06-17 | Paper |
| Homogeneous Cone Complementarity Problems and $P$ Properties | 2009-04-11 | Paper |
| The solution set structure of monotone linear complementarity problems over second-order cone | 2008-05-29 | Paper |
| New smooth C-functions for symmetric cone complementarity problems | 2008-01-25 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5436078 | 2008-01-14 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5421191 | 2007-10-22 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3023278 | 2005-07-04 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4456593 | 2004-03-16 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4488007 | 2000-06-25 | Paper |
