Stability of Data-Dependent Ridge-Regularization for Inverse Problems.
Sebastian NeumayerFabian AltekrügerPublished in: CoRR (2024)
Keyphrases
- data dependent
- inverse problems
- image reconstruction
- global optimization
- regularization methods
- convex optimization
- regularization method
- optimization methods
- partial differential equations
- optimization problems
- rademacher complexity
- risk bounds
- early vision
- generalization bounds
- energy functional
- smoothness constraint
- computationally expensive
- reproducing kernel hilbert space
- higher order
- hash functions
- parameter space
- empirical risk minimization
- particle swarm optimization
- medical images