Robustness for Non-Parametric Classification: A Generic Attack and Defense.
Yao-Yuan YangCyrus RashtchianYizhen WangKamalika ChaudhuriPublished in: AISTATS (2020)
Keyphrases
- pattern recognition
- classification systems
- support vector
- pattern classification
- feature vectors
- text classification
- classification process
- image classification
- data sets
- support vector machine
- classification accuracy
- support vector machine svm
- cross validation
- unsupervised learning
- classification models
- automatic classification
- domain specific
- supervised learning
- active learning
- feature space
- feature extraction
- decision trees
- machine learning
- training samples
- svm classifier
- decision rules
- classification rules
- preprocessing
- feature selection