A Stratified Approach to Robustness for Randomly Smoothed Classifiers.
Guang-He LeeYang YuanShiyu ChangTommi S. JaakkolaPublished in: CoRR (2019)
Keyphrases
- support vector
- decision trees
- machine learning algorithms
- classification algorithm
- training data
- training set
- training samples
- feature set
- training examples
- computational efficiency
- machine learning
- accurate classifiers
- majority voting
- ensemble classifier
- linear classifiers
- machine learning approaches
- svm classifier
- test set
- object detection
- neural network
- machine learning methods
- ensemble learning
- extracted features
- classification rate
- learning classifier systems
- classifier ensemble
- classifier systems
- high dimensional
- lexical features