Momentum Acceleration in the Individual Convergence of Nonsmooth Convex Optimization With Constraints.
Wei TaoGao-wei WuQing TaoPublished in: IEEE Trans. Neural Networks Learn. Syst. (2022)
Keyphrases
- convex optimization
- convex constraints
- operator splitting
- interior point methods
- total variation
- low rank
- convex optimization problems
- convex relaxation
- convex sets
- primal dual
- linear constraints
- augmented lagrangian
- variational inequalities
- convex formulation
- convex programming
- global consistency
- norm minimization
- linear programming problems
- computer vision
- dual formulation
- convergence rate
- natural images
- basis pursuit
- semidefinite program
- alternating direction method of multipliers
- multiscale