Confidence-aware Training of Smoothed Classifiers for Certified Robustness.
Jongheon JeongSeojin KimJinwoo ShinPublished in: CoRR (2022)
Keyphrases
- training set
- test set
- training samples
- training examples
- data sets
- trained classifiers
- classifier training
- supervised learning
- discriminative classifiers
- confidence level
- neural network
- feature selection and classifier
- labeled training data
- high confidence
- multi layer perceptron
- training algorithm
- machine learning methods
- class labels
- machine learning algorithms
- training data
- support vector
- linear classifiers
- training process
- boosted classifiers
- training stage
- training set size
- supervised training
- decision trees
- sufficient training data
- confidence measures
- feature set
- technical support
- multiple classifiers
- text classifiers
- training dataset
- supervised classification