Confidence-Aware Training of Smoothed Classifiers for Certified Robustness.
Jongheon JeongSeojin KimJinwoo ShinPublished in: AAAI (2023)
Keyphrases
- training set
- test set
- training examples
- training samples
- classifier training
- training data
- training stage
- classification performances
- supervised training
- support vector
- trained classifiers
- training set size
- supervised learning
- linear svm
- supervised classification
- boosted classifiers
- discriminative classifiers
- training phase
- multi layer perceptron
- machine learning methods
- classification method
- linear classifiers
- training algorithm
- confidence level
- labeled training data
- classification algorithm
- machine learning algorithms
- face detection
- naive bayes
- semi supervised learning
- feature set
- data sets