Scalable Distributional Robustness in a Class of Non-Convex Optimization with Guarantees.
Avinandan BoseArunesh SinhaTien MaiPublished in: NeurIPS (2022)
Keyphrases
- convex optimization
- convex optimization problems
- total variation
- interior point methods
- norm minimization
- low rank
- primal dual
- convex sets
- convex relaxation
- convex formulation
- quadratically constrained quadratic
- operator splitting
- optimization problems
- image restoration
- alternating direction method of multipliers