Ensuring Fairness Beyond the Training Data.
Debmalya MandalSamuel DengSuman JanaJeannette M. WingDaniel HsuPublished in: CoRR (2020)
Keyphrases
- training data
- data sets
- supervised learning
- training set
- test data
- decision trees
- classification accuracy
- learning algorithm
- prior knowledge
- domain knowledge
- test set
- learned from training data
- training instances
- resource allocation
- naive bayes
- labeled data
- training samples
- training examples
- support vector machine
- noisy data
- generalization error
- training dataset
- real time
- semi supervised learning
- text classification
- class labels
- cooperative
- data mining
- positive and negative
- neural network