Search Results for author:
Found 3 papers, 1 papers with code
Cartoon-texture evolution for two-region image segmentation
Two-region image segmentation is the process of dividing an image into two regions of interest, i. e., the foreground and the background.
Sparse Approximations with Interior Point Methods
Large-scale optimization problems that seek sparse solutions have become ubiquitous.
Portfolio Optimization
Optimization and Control
Numerical Analysis
Numerical Analysis
65K05, 90C51, 90C25, 65F10, 65F08, 90C90
A subspace-accelerated split Bregman method for sparse data recovery with joint l1-type regularizers
We propose a subspace-accelerated Bregman method for the linearly constrained minimization of functions of the form $f(\mathbf{u})+\tau_1 \|\mathbf{u}\|_1 + \tau_2 \|D\,\mathbf{u}\|_1$, where $f$ is a smooth convex function and $D$ represents a linear operator, e. g. a finite difference operator, as in anisotropic Total Variation and fused-lasso regularizations.
Optimization and Control Numerical Analysis Numerical Analysis 65K05, 90C25 G.1.6
