Monte Carlo for Bayesian inverse problems.
Jonas LatzIason PapaioannouElisabeth UllmannPublished in: J. Comput. Phys. (2018)
Keyphrases
- monte carlo
- inverse problems
- image reconstruction
- monte carlo methods
- global optimization
- convex optimization
- importance sampling
- optimization methods
- markov chain
- monte carlo simulation
- optimization problems
- markov chain monte carlo
- particle filter
- partial differential equations
- bayesian networks
- monte carlo tree search
- early vision
- computationally expensive
- smoothness constraint
- adaptive sampling
- markovian decision
- higher order
- posterior distribution
- dynamic programming
- variance reduction
- least squares
- cost function
- high resolution
- genetic algorithm