Decoupled Classifiers for Group-Fair and Efficient Machine Learning.
Cynthia DworkNicole ImmorlicaAdam Tauman KalaiMark D. M. LeisersonPublished in: FAT (2018)
Keyphrases
- machine learning
- decision trees
- machine learning algorithms
- machine learning methods
- feature selection
- supervised classification
- training data
- support vector
- natural language processing
- neural network
- machine learning approaches
- inductive learning
- information extraction
- data sets
- nearest neighbor
- image classification
- text classification
- naive bayes
- feature space
- data analysis
- roc curve
- classification rate
- computer vision