On the estimation rate of Bayesian PINN for inverse problems.
Yi SunDebarghya MukherjeeYves F. AtchadéPublished in: CoRR (2024)
Keyphrases
- inverse problems
- shape estimation
- image reconstruction
- global optimization
- convex optimization
- optimization problems
- optimization methods
- bayesian networks
- partial differential equations
- emission tomography
- early vision
- super resolution
- parameter space
- smoothness constraint
- markov random field
- multi objective
- search space
- objective function