Towards A Scalable Solution for Improving Multi-Group Fairness in Compositional Classification.
James AtwoodTina TianBen PackerMeghana DeodharJilin ChenAlex BeutelFlavien ProstAhmad BeiramiPublished in: CoRR (2023)
Keyphrases
- pattern recognition
- support vector
- classification method
- feature extraction
- automatic classification
- pattern classification
- classification accuracy
- support vector machine
- machine learning
- classification scheme
- text classification
- feature space
- supervised learning
- closed form
- mathematical model
- decision rules
- machine learning methods
- linear equations
- supervised classification
- data sets
- benchmark datasets
- machine learning algorithms
- preprocessing
- search algorithm
- decision trees
- svm classifier
- model selection
- image classification
- feature vectors
- classification rules
- classification models
- bayesian networks
- object classification
- feature selection
- data mining