Non-Discriminatory Machine Learning through Convex Fairness Criteria.
Naman GoelMohammad YaghiniBoi FaltingsPublished in: AIES (2018)
Keyphrases
- machine learning
- learning algorithm
- artificial intelligence
- natural language processing
- evaluation criteria
- computational biology
- machine learning methods
- convex hull
- learning tasks
- knowledge discovery
- computer vision
- piecewise linear
- explanation based learning
- pattern recognition
- multiple criteria
- knowledge acquisition
- machine learning algorithms
- selection criteria
- text mining
- semi supervised learning
- knowledge representation
- learning problems
- data mining
- decision trees
- natural language
- machine learning approaches
- active learning
- classification accuracy
- inductive learning
- support vector machine
- information extraction
- game theory
- resource allocation
- learning systems
- model selection