On the Power of Randomization in Fair Classification and Representation.
Sushant AgarwalAmit DeshpandePublished in: CoRR (2024)
Keyphrases
- classification method
- pattern classification
- image classification
- decision trees
- pattern recognition
- classification accuracy
- object classification
- feature representation
- neural network
- decision rules
- power consumption
- automatic classification
- support vector
- machine learning
- eeg signals
- classification process
- representation scheme
- robust classification
- pattern representation
- class labels
- benchmark datasets
- support vector machine svm
- supervised learning
- feature space
- cross validation
- machine learning methods
- classification rules
- classification scheme
- training samples
- image representation
- text classification
- feature selection
- data sets