Decoupled classifiers for fair and efficient machine learning.
Cynthia DworkNicole ImmorlicaAdam Tauman KalaiMax D. M. LeisersonPublished in: CoRR (2017)
Keyphrases
- machine learning
- machine learning algorithms
- decision trees
- supervised classification
- machine learning methods
- feature selection
- training data
- test set
- classification accuracy
- pattern recognition
- support vector
- artificial intelligence
- multiple classifier systems
- machine learning approaches
- inductive learning
- inductive logic programming
- learning algorithm
- classification algorithm
- knowledge acquisition
- multi class
- information extraction
- classification models
- support vector machine
- knowledge representation
- training set