A snapshot of the frontiers of fairness in machine learning.
Alexandra ChouldechovaAaron RothPublished in: Commun. ACM (2020)
Keyphrases
- machine learning
- machine learning approaches
- machine learning methods
- support vector machine
- text classification
- reinforcement learning
- computer vision
- decision trees
- learning algorithm
- machine learning algorithms
- natural language processing
- databases
- inductive logic programming
- learning systems
- knowledge acquisition
- feature selection
- real time
- information extraction
- supervised learning
- data analysis
- computational intelligence
- logic programs
- genetic algorithm
- computer science
- semi supervised learning
- multi agent systems
- e learning
- resource allocation
- data mining
- game theory
- information systems