Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization.
Samuel HuraultArthur LeclaireNicolas PapadakisPublished in: ICML (2022)
Keyphrases
- image restoration and reconstruction
- optimization problems
- global optimization
- cost function
- optimization algorithm
- optimization process
- objective function
- nonlinear programming
- optimization method
- kernel machines
- convex optimization
- deterministic annealing
- data sets
- mathematical programming
- optimization model
- prior information
- global convergence
- markov random field
- support vector
- regularization methods
- subgradient method
- neural network