Provable bounds for noise-free expectation values computed from noisy samples.
Samantha V. BarronDaniel J. EggerElijah PelofskeAndreas BärtschiStephan J. EidenbenzMatthis LehmkuehlerStefan WoernerPublished in: CoRR (2023)
Keyphrases
- noise free
- noisy images
- noisy data
- noise reduction
- lower bound
- upper bound
- training samples
- impulse noise
- denoising algorithm
- information extraction
- worst case
- data sets
- training set
- target concept
- machine learning
- digital images
- image compression
- image denoising
- positive and negative
- high dimensional
- multiscale
- spatial domain