Bayesian Learning with Information Gain Provably Bounds Risk for a Robust Adversarial Defense.
Bao Gia DoanEhsan AbbasnejadJaven Qinfeng ShiDamith RanashinghePublished in: ICML (2022)
Keyphrases
- information gain
- bayesian learning
- model selection
- text categorization
- chi squared
- mutual information
- feature selection
- decision trees
- worst case
- lower bound
- upper bound
- posterior distribution
- naive bayes
- correlation coefficient
- probability distribution
- maximum likelihood
- sample size
- feature subset
- computer vision
- information retrieval