Fairness and Randomness in Machine Learning: Statistical Independence and Relativization.
Rabanus DerrRobert C. WilliamsonPublished in: CoRR (2022)
Keyphrases
- statistical independence
- machine learning
- mutual information
- blind source separation
- pattern recognition
- conditional independence
- decision trees
- information extraction
- feature selection
- text mining
- machine learning algorithms
- marginal distributions
- learning algorithm
- natural language processing
- data mining
- text classification
- reinforcement learning
- active learning