SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness.
Jongheon JeongSejun ParkMinkyu KimHeung-Chang LeeDo-Guk KimJinwoo ShinPublished in: NeurIPS (2021)
Keyphrases
- training set
- training examples
- training samples
- test set
- decision trees
- training data
- multiple classifiers
- multi layer perceptron
- feature selection
- classifier training
- naive bayes
- sufficient training data
- training set size
- linear svm
- high confidence
- support vector
- supervised learning
- training process
- supervised classification
- trained classifiers
- discriminative classifiers
- feature set
- confidence level
- linear classifiers
- classification models
- text classifiers
- machine learning algorithms
- classifier combination
- learning machines
- training stage
- classification systems
- confidence measures
- object detection
- training dataset
- training and testing data
- training algorithm