On the Power of Randomization in Fair Classification and Representation.
Sushant AgarwalAmit DeshpandePublished in: FAccT (2022)
Keyphrases
- feature representation
- pattern recognition
- machine learning
- classification scheme
- feature extraction
- support vector machine
- machine learning methods
- decision trees
- support vector
- classification accuracy
- classification algorithm
- supervised learning
- automatic classification
- pattern classification
- power consumption
- supervised classification
- preprocessing
- feature construction
- pattern representation
- support vector machine svm
- classification systems
- classification models
- document classification
- machine learning algorithms
- classification rules
- data sets
- feature space
- feature selection
- neural network