Stein Variational Gradient Descent on Infinite-Dimensional Space and Applications to Statistical Inverse Problems.
Junxiong JiaPeijun LiDeyu MengPublished in: SIAM J. Numer. Anal. (2022)
Keyphrases
- infinite dimensional
- inverse problems
- finite dimensional
- image reconstruction
- shape space
- convex optimization
- global optimization
- optimization methods
- convex sets
- higher dimensional
- cost function
- statistical analysis
- vector space
- shape analysis
- closed curves
- image segmentation
- objective function
- euclidean space
- parameter space
- optimization problems
- search space
- early vision
- moving objects