Embracing Diversity: Interpretable Zero-shot Classification Beyond One Vector Per Class.
Mazda MoayeriMichael RabbatMark IbrahimDiane BouchacourtPublished in: FAccT (2024)
Keyphrases
- class labels
- feature vectors
- automatic classification
- multi class classification
- machine learning
- classification algorithm
- multiclass classification
- classification accuracy
- pattern recognition
- pattern classification
- image classification
- support vector machine svm
- support vector machine
- classification models
- classification rules
- classification systems
- class discrimination
- class conditional
- input vectors
- class specific
- binary classifiers
- class separability
- multiple classes
- decision trees
- decision rules
- classification method
- supervised learning
- preprocessing
- minimum distance classifier
- support vector
- discriminant functions
- feature space
- single class
- class membership
- input vector
- image features
- multi class
- nearest neighbor
- classification trees
- feature set
- intra class