Distributionally-Robust Optimization with Noisy Data for Discrete Uncertainties Using Total Variation Distance.
Farhad FarokhiPublished in: CoRR (2023)
Keyphrases
- robust optimization
- noisy data
- total variation
- image restoration
- denoising
- image denoising
- mathematical programming
- stochastic programming
- convex optimization
- semidefinite programming
- image processing
- noise free
- missing data
- high dimensional
- lot sizing
- input data
- training data
- noisy images
- computer vision
- missing values
- markov random field
- pattern recognition
- high dimensionality
- wavelet transform
- natural images
- data sets
- noise level
- decision theory
- super resolution