The Dark Side of Machine Learning Algorithms: How and Why They Can Leverage Bias, and What Can Be Done to Pursue Algorithmic Fairness.
Mariya I. VasilevaPublished in: KDD (2020)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- decision trees
- machine learning
- predictive accuracy
- machine learning methods
- learning problems
- random forests
- learning tasks
- resource allocation
- input features
- meta learning
- multiclass classification
- machine learning systems
- machine learning approaches
- machine learning models
- statistical machine learning
- learning models
- data mining
- information gain
- game theory
- transfer learning
- reinforcement learning
- neural network