On the Robustness of Mechanism Design under Total Variation Distance.
Anuran MakurMarios MertzanidisAlexandros PsomasAthina TerzoglouPublished in: NeurIPS (2023)
Keyphrases
- total variation
- mechanism design
- image restoration
- image denoising
- denoising
- convex optimization
- game theory
- incomplete information
- minimization problems
- augmented lagrangian
- image deblurring
- total variation minimization
- regularization term
- incentive compatible
- color image restoration
- combinatorial auctions
- auction mechanisms
- regularization methods
- dual formulation
- total variation regularization
- multiplicative noise removal
- image processing
- blind deconvolution
- fidelity term
- natural images
- operator splitting
- noisy images
- super resolution
- regularization parameter
- high quality
- machine learning