TextVerifier: Robustness Verification for Textual Classifiers with Certifiable Guarantees.
Siqi SunWenjie RuanPublished in: ACL (Findings) (2023)
Keyphrases
- support vector
- decision trees
- multimedia
- test set
- machine learning algorithms
- feature selection
- model checking
- classification decisions
- multiple classifiers
- classification systems
- ensemble learning
- svm classifier
- training samples
- training set
- training data
- metadata
- naive bayes
- classification algorithm
- textual data
- face verification
- visual representations
- asynchronous circuits
- training examples
- classification method
- supervised classification
- classifier combination
- verification method
- data sets