Optimization Guarantees of Unfolded ISTA and ADMM Networks With Smooth Soft-Thresholding.
Basheeruddin Shah ShaikPradyumna PradhanWei PuRamunaidu RandhiMiguel R. D. RodriguesYonina C. EldarPublished in: IEEE Trans. Signal Process. (2024)
Keyphrases
- alternating direction method of multipliers
- social networks
- optimization algorithm
- optimization problems
- optimization method
- optimization process
- total variation
- convex relaxation
- global optimization
- machine learning
- constrained optimization
- optimization methods
- convex optimization
- community structure
- multiscale
- complex networks
- motion estimation
- multiresolution
- evolutionary algorithm