Towards Reliable Assessments of Demographic Disparities in Multi-Label Image Classifiers.
Melissa HallBobbie ChernLaura GustafsonDenisse VenturaHarshad KulkarniCandace RossNicolas UsunierPublished in: CoRR (2023)
Keyphrases
- multi label
- image classification
- classifier training
- multi label classification
- image data
- image content
- image features
- class labels
- text categorization
- input image
- multi label learning
- image retrieval
- image representation
- image annotation
- training examples
- training data
- learning algorithm
- decision trees
- multiple labels
- automatic image annotation
- binary classification
- similarity measure
- text classification
- low level
- semi supervised learning
- data sets
- graph cuts
- training set
- naive bayes
- image segmentation