Frank-Wolfe Splitting via Augmented Lagrangian Method.
Gauthier GidelFabian PedregosaSimon Lacoste-JulienPublished in: AISTATS (2018)
Keyphrases
- augmented lagrangian method
- primal dual
- convex optimization
- augmented lagrangian
- total variation regularization
- total variation
- constrained minimization
- alternating direction
- global convergence
- constrained optimization
- linear program
- convergence rate
- approximation algorithms
- image deblurring
- regularization parameter
- linear programming problems
- motion estimation
- image restoration
- linear programming