The Lipschitz-Variance-Margin Tradeoff for Enhanced Randomized Smoothing.
Blaise DelattreAlexandre AraujoQuentin BarthélemyAlexandre AllauzenPublished in: ICLR (2024)
Keyphrases
- trade off
- support vector
- computational complexity
- standard deviation
- variance reduction
- covariance matrix
- feature selection
- nonparametric regression
- smoothing algorithm
- decision forest
- prediction error
- pointwise
- image filtering
- monte carlo
- training set
- smoothing methods
- image segmentation
- neural network
- privacy preserving association rule mining