Γ-convergence of Onsager-Machlup functionals. Part I: With applications to maximum a posteriori estimation in Bayesian inverse problems.
Birzhan AyanbayevIlja KlebanovHan Cheng LieTimothy John SullivanPublished in: CoRR (2021)
Keyphrases
- maximum a posteriori estimation
- inverse problems
- image reconstruction
- global optimization
- convex optimization
- iterative algorithms
- optimization problems
- optimization methods
- higher order
- gaussian distribution
- early vision
- emission tomography
- partial differential equations
- computationally expensive
- bayesian networks
- particle swarm optimization
- smoothness constraint
- maximum likelihood
- total variation
- gaussian mixture model
- multiresolution
- evolutionary algorithm
- feature space