Understanding Noise-Augmented Training for Randomized Smoothing.
Ambar PalJeremias SulamPublished in: CoRR (2023)
Keyphrases
- training set
- neural network
- training process
- noise model
- noise removal
- weighted averaging
- scale space
- gaussian filter
- missing data
- noise reduction
- noise level
- gaussian smoothing
- smoothing filter
- robust statistical
- filtering process
- random noise
- machine learning
- signal to noise ratio
- test set
- artificial neural networks
- training algorithm
- filtering method
- training examples
- online learning
- supervised learning
- multiplicative noise
- multiscale
- decision trees
- information retrieval
- train a neural network