Completing the Picture: Randomized Smoothing Suffers from the Curse of Dimensionality for a Large Family of Distributions.
Yihan WuAleksandar BojchevskiAleksei KuvshinovStephan GünnemannPublished in: AISTATS (2021)
Keyphrases
- probability distribution
- special case
- joint distribution
- real time
- preprocessing step
- gaussian distribution
- nonparametric regression
- exponential distributions
- decision forest
- random variables
- information systems
- multiscale
- training data
- similarity measure
- gaussian model
- curve fitting
- case study
- smoothing methods
- image smoothing
- statistical distributions
- decision trees