SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness.
Jongheon JeongSejun ParkMinkyu KimHeung-Chang LeeDo-Guk KimJinwoo ShinPublished in: CoRR (2021)
Keyphrases
- training set
- training examples
- test set
- training samples
- training data
- support vector
- classifier training
- supervised training
- trained classifiers
- classification method
- linear svm
- feature selection
- decision trees
- training process
- training algorithm
- supervised classification
- training phase
- classification performances
- boosted classifiers
- svm classifier
- training and testing data
- object detectors
- decision boundary
- learning machines
- confidence measure
- confidence level
- training set size
- feature set
- learning algorithm
- classification models
- hidden markov models
- support vector machine
- machine learning algorithms
- discriminative classifiers
- technical support
- logistic regression
- ensemble classifier
- text classifiers
- classification algorithm
- machine learning