On the Linear Convergence of the Approximate Proximal Splitting Method for Non-smooth Convex Optimization

Keyphrases

• Linear Convergence 100%
• Nonsmooth Convex Optimization 100%
• Proximal Splitting 100%
• Block Coordinate Descent 40%
• Nonsmooth 20%
• Convex Function 20%
• Minimization Problem 20%
• Compressed Sensing 20%
• Gradient Projection 20%
• Local Error Bound 20%
• Strong Convexity 20%
• Sparse Group Lasso 20%
• Approximate Gradient 20%
• Smooth Convex Optimization 20%

Mathematics

• Approximates 100%
• Linear Convergence 100%
• Convex Function 20%
• Error Bound 20%
• Projection Method 20%
• Minimization Problem 20%
• Least Absolute Shrinkage and Selection Operator 20%