A Blessing of Dimensionality in Membership Inference through Regularization.
Jasper TanDaniel LeJeuneBlake MasonHamid JavadiRichard G. BaraniukPublished in: AISTATS (2023)
Keyphrases
- high dimensional
- dimensionality reduction
- inference engine
- inference process
- bayesian networks
- belief networks
- probabilistic inference
- parameter selection
- bayesian model
- high dimensionality
- bayesian inference
- regularization parameter
- fuzzy membership
- intrinsic dimensionality
- structured prediction
- dynamic bayesian networks
- expert systems
- feature space