Distributed learning machines for solving forward and inverse problems in partial differential equations.
Vikas DwivediNishant ParasharBalaji SrinivasanPublished in: Neurocomputing (2021)
Keyphrases
- inverse problems
- partial differential equations
- learning machines
- image reconstruction
- global optimization
- anisotropic diffusion
- image denoising
- level set
- convex optimization
- image processing
- support vector
- energy functional
- image enhancement
- ensemble learning
- learning tasks
- multiscale
- optimization problems
- optimization methods
- high order
- learning problems
- machine learning
- model selection
- particle swarm optimization
- super resolution
- generalization error
- training algorithm
- denoising
- vc dimension
- pattern recognition
- smoothness constraint
- computer vision